Overview

Brought to you by YData

Dataset statistics

Number of variables	64
Number of observations	716031
Missing cells	17908872
Missing cells (%)	39.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.6 GiB
Average record size in memory	2.3 KiB

Variable types

Numeric	22
DateTime	8
Categorical	19
Text	9
Unsupported	2
Boolean	2
URL	2

Alerts

`protocol_id` has constant value "8"	Constant
`protocol_name` has constant value "Surface Temperature"	Constant
`protocol_model` has constant value "SurfaceTemperature"	Constant
`protocol_association_name` has constant value "surface_temperature"	Constant
`protocol_alt_name` has constant value "Surface Temperature"	Constant
`protocol_investigation_area` has constant value "Atmosphere"	Constant
`protocol_set_name` has constant value "Surface Temperature"	Constant
`protocol_set_code` has constant value "9808"	Constant
`developer_key_is_citizen_science` is highly overall correlated with `developer_key_name` and 8 other fields	High correlation
`developer_key_name` is highly overall correlated with `developer_key_is_citizen_science` and 7 other fields	High correlation
`homogeneous_site_long_length_m` is highly overall correlated with `homogeneous_site_short_length_m` and 1 other fields	High correlation
`homogeneous_site_short_length_m` is highly overall correlated with `homogeneous_site_long_length_m` and 1 other fields	High correlation
`organizationid` is highly overall correlated with `site_elevation_type` and 10 other fields	High correlation
`sample_snow_depth_flag` is highly overall correlated with `site_is_citizen_science` and 3 other fields	High correlation
`sample_snow_depth_mm` is highly overall correlated with `sample_surface_temperature_c` and 1 other fields	High correlation
`sample_surface_temperature_c` is highly overall correlated with `sample_snow_depth_mm` and 2 other fields	High correlation
`site_developer_key_id` is highly overall correlated with `developer_key_is_citizen_science` and 7 other fields	High correlation
`site_elevation` is highly overall correlated with `site_true_elevation` and 2 other fields	High correlation
`site_elevation_type` is highly overall correlated with `organizationid` and 7 other fields	High correlation
`site_id` is highly overall correlated with `organizationid` and 9 other fields	High correlation
`site_is_citizen_science` is highly overall correlated with `homogeneous_site_long_length_m` and 11 other fields	High correlation
`site_latitude` is highly overall correlated with `organizationid` and 5 other fields	High correlation
`site_location_source` is highly overall correlated with `site_elevation_type` and 5 other fields	High correlation
`site_longitude` is highly overall correlated with `site_true_longitude` and 3 other fields	High correlation
`site_true_elevation` is highly overall correlated with `developer_key_is_citizen_science` and 9 other fields	High correlation
`site_true_latitude` is highly overall correlated with `developer_key_is_citizen_science` and 16 other fields	High correlation
`site_true_longitude` is highly overall correlated with `developer_key_is_citizen_science` and 16 other fields	High correlation
`site_true_point` is highly overall correlated with `developer_key_is_citizen_science` and 27 other fields	High correlation
`st_id` is highly overall correlated with `organizationid` and 11 other fields	High correlation
`sts_id` is highly overall correlated with `organizationid` and 11 other fields	High correlation
`submission_developer_key_id` is highly overall correlated with `developer_key_is_citizen_science` and 18 other fields	High correlation
`submission_elevation` is highly overall correlated with `site_elevation` and 4 other fields	High correlation
`submission_id` is highly overall correlated with `developer_key_is_citizen_science` and 13 other fields	High correlation
`submission_latitude` is highly overall correlated with `site_elevation_type` and 6 other fields	High correlation
`submission_longitude` is highly overall correlated with `site_elevation_type` and 6 other fields	High correlation
`surface_condition` is highly overall correlated with `site_true_latitude` and 1 other fields	High correlation
`surface_cover_type` is highly overall correlated with `site_is_citizen_science` and 4 other fields	High correlation
`user_type_description` is highly overall correlated with `site_true_latitude` and 5 other fields	High correlation
`userid` is highly overall correlated with `organizationid` and 7 other fields	High correlation
`usertype` is highly overall correlated with `site_true_latitude` and 5 other fields	High correlation
`version` is highly overall correlated with `sample_snow_depth_flag` and 4 other fields	High correlation
`version_id` is highly overall correlated with `developer_key_is_citizen_science` and 9 other fields	High correlation
`surface_cover_type` is highly imbalanced (56.9%)	Imbalance
`site_elevation_type` is highly imbalanced (52.0%)	Imbalance
`site_developer_key_id` is highly imbalanced (62.9%)	Imbalance
`site_is_citizen_science` is highly imbalanced (99.9%)	Imbalance
`developer_key_name` is highly imbalanced (62.9%)	Imbalance
`surface_condition` has 131566 (18.4%) missing values	Missing
`submission_id` has 625966 (87.4%) missing values	Missing
`sample_snow_depth_mm` has 547828 (76.5%) missing values	Missing
`sample_snow_depth_flag` has 691406 (96.6%) missing values	Missing
`version_id` has 100398 (14.0%) missing values	Missing
`version` has 100398 (14.0%) missing values	Missing
`site_version_activated_at` has 100398 (14.0%) missing values	Missing
`version_date` has 100398 (14.0%) missing values	Missing
`site_version_comments` has 369536 (51.6%) missing values	Missing
`homogeneous_site_short_length_m` has 153800 (21.5%) missing values	Missing
`homogeneous_site_long_length_m` has 153819 (21.5%) missing values	Missing
`surface_cover_type` has 163529 (22.8%) missing values	Missing
`instrument_type` has 245047 (34.2%) missing values	Missing
`submission_comments` has 706334 (98.6%) missing values	Missing
`submission_developer_key_id` has 625971 (87.4%) missing values	Missing
`submission_access_code_id` has 716031 (100.0%) missing values	Missing
`submission_latitude` has 644866 (90.1%) missing values	Missing
`submission_longitude` has 644866 (90.1%) missing values	Missing
`submission_elevation` has 644866 (90.1%) missing values	Missing
`submission_point` has 644866 (90.1%) missing values	Missing
`submission_data` has 693424 (96.8%) missing values	Missing
`protocol_set_name` has 644866 (90.1%) missing values	Missing
`protocol_set_code` has 644866 (90.1%) missing values	Missing
`site_deactivated_at` has 715409 (99.9%) missing values	Missing
`site_comments` has 545001 (76.1%) missing values	Missing
`site_elevation_type` has 484872 (67.7%) missing values	Missing
`site_nickname` has 716031 (100.0%) missing values	Missing
`site_true_latitude` has 715947 (> 99.9%) missing values	Missing
`site_true_longitude` has 715947 (> 99.9%) missing values	Missing
`site_true_elevation` has 715947 (> 99.9%) missing values	Missing
`site_true_point` has 715947 (> 99.9%) missing values	Missing
`site_photo_measured_at` has 621473 (86.8%) missing values	Missing
`site_photo_primary_thumb_url` has 621477 (86.8%) missing values	Missing
`site_photo_primary_photo_url` has 621477 (86.8%) missing values	Missing
`site_photo_photo_data` has 621473 (86.8%) missing values	Missing
`version` is highly skewed (γ1 = 26.9488975)	Skewed
`submission_access_code_id` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`site_nickname` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`sample_snow_depth_mm` has 142620 (19.9%) zeros	Zeros

Reproduction

Analysis started	2025-07-07 19:00:45.539923
Analysis finished	2025-07-07 19:02:01.019841
Duration	1 minute and 15.48 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

st_id
Real number (ℝ)

High correlation

Distinct	162932
Distinct (%)	22.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68781.083

Minimum	1
Maximum	167008
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1
5-th percentile	5442
Q1	23059
median	58642
Q3	111423
95-th percentile	156426
Maximum	167008
Range	167007
Interquartile range (IQR)	88364

Descriptive statistics

Standard deviation	49997.923
Coefficient of variation (CV)	0.72691387
Kurtosis	-1.1432147
Mean	68781.083
Median Absolute Deviation (MAD)	40882
Skewness	0.40068954
Sum	4.9249388 × 10¹⁰
Variance	2.4997923 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
166969	9	< 0.1%
147750	9	< 0.1%
147686	9	< 0.1%
132452	9	< 0.1%
132422	9	< 0.1%
132421	9	< 0.1%
132420	9	< 0.1%
147698	9	< 0.1%
147704	9	< 0.1%
147712	9	< 0.1%
Other values (162922)	715941	> 99.9%

Value	Count	Frequency (%)
1	3	< 0.1%
2	3	< 0.1%
3	9	< 0.1%
4	9	< 0.1%
5	9	< 0.1%
6	9	< 0.1%
7	9	< 0.1%
8	9	< 0.1%
9	9	< 0.1%
10	9	< 0.1%

Value	Count	Frequency (%)
167008	9	< 0.1%
167007	9	< 0.1%
167006	9	< 0.1%
167005	9	< 0.1%
167004	1	< 0.1%
167003	1	< 0.1%
167002	1	< 0.1%
167001	1	< 0.1%
167000	1	< 0.1%
166999	1	< 0.1%

site_id
Real number (ℝ)

High correlation

Distinct	5705
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	90378.065

Minimum	1264
Maximum	381601
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1264
5-th percentile	5098
Q1	27840
median	35139
Q3	139596
95-th percentile	306037
Maximum	381601
Range	380337
Interquartile range (IQR)	111756

Descriptive statistics

Standard deviation	94051.112
Coefficient of variation (CV)	1.0406409
Kurtosis	0.85860652
Mean	90378.065
Median Absolute Deviation (MAD)	26624
Skewness	1.335377
Sum	6.4713496 × 10¹⁰
Variance	8.8456117 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3898	20676	2.9%
104218	20555	2.9%
35593	18392	2.6%
105966	14555	2.0%
27841	13622	1.9%
5144	13186	1.8%
27840	13091	1.8%
125549	11663	1.6%
35139	10912	1.5%
33276	10406	1.5%
Other values (5695)	568973	79.5%

Value	Count	Frequency (%)
1264	336	< 0.1%
1510	1	< 0.1%
1649	1	< 0.1%
2000	6	< 0.1%
2329	18	< 0.1%
3286	81	< 0.1%
3298	411	0.1%
3363	5132	0.7%
3386	4671	0.7%
3426	162	< 0.1%

Value	Count	Frequency (%)
381601	6	< 0.1%
381176	1	< 0.1%
381174	1	< 0.1%
381173	1	< 0.1%
381172	1	< 0.1%
381167	1	< 0.1%
381001	72	< 0.1%
380996	72	< 0.1%
380994	18	< 0.1%
380933	63	< 0.1%

measured_at
Date

Distinct	131355
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Memory size	5.5 MiB

Minimum	1999-04-13 16:12:00
Maximum	2025-03-27 17:42:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

protocol_id
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.1 MiB

8	716031

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	716031
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	8
2nd row	8
3rd row	8
4th row	8
5th row	8

Common Values

Value	Count	Frequency (%)
8	716031	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
8	716031	100.0%

Most occurring characters

Value	Count	Frequency (%)
8	716031	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	716031	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
8	716031	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	716031	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
8	716031	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	716031	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
8	716031	100.0%

userid
Real number (ℝ)

High correlation

Distinct	1933
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21974569

Minimum	-1
Maximum	1.4827748 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	153586
Negative (%)	21.4%
Memory size	6.1 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	2549450
median	9244353
Q3	24128001
95-th percentile	98268451
Maximum	1.4827748 × 10⁸
Range	1.4827748 × 10⁸
Interquartile range (IQR)	21578551

Descriptive statistics

Standard deviation	30919311
Coefficient of variation (CV)	1.4070497
Kurtosis	3.0512222
Mean	21974569
Median Absolute Deviation (MAD)	9244354
Skewness	1.8896207
Sum	1.5734473 × 10¹³
Variance	9.5600376 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	153586	21.4%
2627792	23706	3.3%
6356348	20632	2.9%
20826653	18441	2.6%
2549450	17831	2.5%
7958830	17632	2.5%
12995898	16142	2.3%
2625390	10943	1.5%
12983336	10912	1.5%
2521381	10756	1.5%
Other values (1923)	415450	58.0%

Value	Count	Frequency (%)
-1	153586	21.4%
11077	2	< 0.1%
11086	1	< 0.1%
11114	5	< 0.1%
11123	2	< 0.1%
352811	12	< 0.1%
383593	36	< 0.1%
383748	3	< 0.1%
387685	132	< 0.1%
398180	2	< 0.1%

Value	Count	Frequency (%)
148277476	54	< 0.1%
148206535	288	< 0.1%
147703959	9	< 0.1%
147643291	6	< 0.1%
145840238	9	< 0.1%
145840193	9	< 0.1%
145840178	8	< 0.1%
145840053	9	< 0.1%
145839662	46	< 0.1%
145839647	57	< 0.1%

surface_condition
Categorical

High correlation Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	131566
Missing (%)	18.4%
Memory size	36.0 MiB

dry	409246
wet	159726
snow	15493

Length

Max length	4
Median length	3
Mean length	3.026508
Min length	3

Characters and Unicode

Total characters	1768888
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	dry
2nd row	dry
3rd row	dry
4th row	dry
5th row	dry

Common Values

Value	Count	Frequency (%)
dry	409246	57.2%
wet	159726	22.3%
snow	15493	2.2%
(Missing)	131566	18.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
dry	409246	70.0%
wet	159726	27.3%
snow	15493	2.7%

Most occurring characters

Value	Count	Frequency (%)
d	409246	23.1%
r	409246	23.1%
y	409246	23.1%
w	175219	9.9%
e	159726	9.0%
t	159726	9.0%
s	15493	0.9%
n	15493	0.9%
o	15493	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1768888	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
d	409246	23.1%
r	409246	23.1%
y	409246	23.1%
w	175219	9.9%
e	159726	9.0%
t	159726	9.0%
s	15493	0.9%
n	15493	0.9%
o	15493	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1768888	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
d	409246	23.1%
r	409246	23.1%
y	409246	23.1%
w	175219	9.9%
e	159726	9.0%
t	159726	9.0%
s	15493	0.9%
n	15493	0.9%
o	15493	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1768888	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
d	409246	23.1%
r	409246	23.1%
y	409246	23.1%
w	175219	9.9%
e	159726	9.0%
t	159726	9.0%
s	15493	0.9%
n	15493	0.9%
o	15493	0.9%

organizationid
Real number (ℝ)

High correlation

Distinct	1217
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13820446

Minimum	-5
Maximum	1.4536451 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	3182
Negative (%)	0.4%
Memory size	5.5 MiB

Quantile statistics

Minimum	-5
5-th percentile	75383
Q1	239998
median	394556
Q3	19359290
95-th percentile	63367622
Maximum	1.4536451 × 10⁸
Range	1.4536452 × 10⁸
Interquartile range (IQR)	19119292

Descriptive statistics

Standard deviation	23034988
Coefficient of variation (CV)	1.6667326
Kurtosis	6.4905877
Mean	13820446
Median Absolute Deviation (MAD)	342449
Skewness	2.4378084
Sum	9.8958681 × 10¹²
Variance	5.3061067 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
258184	32401	4.5%
266293	26794	3.7%
88352	26447	3.7%
253718	20677	2.9%
24126601	20555	2.9%
20826740	20473	2.9%
394556	20321	2.8%
12996058	18392	2.6%
13068008	15920	2.2%
35639601	14555	2.0%
Other values (1207)	499496	69.8%

Value	Count	Frequency (%)
-5	3182	0.4%
20056	18	< 0.1%
24401	675	0.1%
24423	117	< 0.1%
24434	41	< 0.1%
24984	17	< 0.1%
25974	333	< 0.1%
27250	176	< 0.1%
27261	198	< 0.1%
27756	242	< 0.1%

Value	Count	Frequency (%)
145364511	3	< 0.1%
144258694	45	< 0.1%
142785140	2	< 0.1%
141582888	36	< 0.1%
141467111	81	< 0.1%
141313561	36	< 0.1%
140789743	27	< 0.1%
140722211	8	< 0.1%
139769944	64	< 0.1%
139178931	98	< 0.1%

usertype
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 MiB

11	306433
21	250732
-1	158659
13	207

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1432062
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Common Values

Value	Count	Frequency (%)
11	306433	42.8%
21	250732	35.0%
-1	158659	22.2%
13	207	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	306433	42.8%
21	250732	35.0%
1	158659	22.2%
13	207	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	1022464	71.4%
2	250732	17.5%
-	158659	11.1%
3	207	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1432062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1022464	71.4%
2	250732	17.5%
-	158659	11.1%
3	207	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1432062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1022464	71.4%
2	250732	17.5%
-	158659	11.1%
3	207	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1432062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1022464	71.4%
2	250732	17.5%
-	158659	11.1%
3	207	< 0.1%

submission_id
Real number (ℝ)

High correlation Missing

Distinct	18261
Distinct (%)	20.3%
Missing	625966
Missing (%)	87.4%
Infinite	0
Infinite (%)	0.0%
Mean	36597646

Minimum	1802
Maximum	59929784
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1802
5-th percentile	24831
Q1	33464305
median	43924991
Q3	50268921
95-th percentile	58297382
Maximum	59929784
Range	59927982
Interquartile range (IQR)	16804616

Descriptive statistics

Standard deviation	20003069
Coefficient of variation (CV)	0.54656711
Kurtosis	-0.44142466
Mean	36597646
Median Absolute Deviation (MAD)	8395999
Skewness	-1.0244067
Sum	3.296167 × 10¹²
Variance	4.0012279 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53464285	9	< 0.1%
53464298	9	< 0.1%
53464400	9	< 0.1%
53464427	9	< 0.1%
53464519	9	< 0.1%
53604166	9	< 0.1%
53702374	9	< 0.1%
53828075	9	< 0.1%
53833386	9	< 0.1%
53933074	9	< 0.1%
Other values (18251)	89975	12.6%
(Missing)	625966	87.4%

Value	Count	Frequency (%)
1802	3	< 0.1%
1803	3	< 0.1%
1866	9	< 0.1%
2158	9	< 0.1%
2159	9	< 0.1%
2529	9	< 0.1%
4434	9	< 0.1%
4439	9	< 0.1%
4440	9	< 0.1%
5909	9	< 0.1%

Value	Count	Frequency (%)
59929784	9	< 0.1%
59928075	9	< 0.1%
59928054	9	< 0.1%
59928005	9	< 0.1%
59927104	1	< 0.1%
59927102	5	< 0.1%
59927101	1	< 0.1%
59927100	9	< 0.1%
59927098	1	< 0.1%
59927096	1	< 0.1%

st_updated_at
Date

Distinct	162932
Distinct (%)	22.8%
Missing	0
Missing (%)	0.0%
Memory size	5.5 MiB

Minimum	2012-07-03 13:55:51.727148
Maximum	2025-03-27 21:04:36.624532
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

st_created_at
Date

Distinct	162932
Distinct (%)	22.8%
Missing	0
Missing (%)	0.0%
Memory size	5.5 MiB

Minimum	2012-07-03 13:55:51.727132
Maximum	2025-03-27 21:04:36.624532
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

sts_id
Real number (ℝ)

High correlation

Distinct	716029
Distinct (%)	100.0%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	361835.69

Minimum	1
Maximum	729308
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1
5-th percentile	35802.4
Q1	179108
median	360829
Q3	542130
95-th percentile	692389.6
Maximum	729308
Range	729307
Interquartile range (IQR)	363022

Descriptive statistics

Standard deviation	210434.79
Coefficient of variation (CV)	0.58157555
Kurtosis	-1.196188
Mean	361835.69
Median Absolute Deviation (MAD)	181511
Skewness	0.016931274
Sum	2.5908485 × 10¹¹
Variance	4.42828 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
363556	1	< 0.1%
363548	1	< 0.1%
363549	1	< 0.1%
363550	1	< 0.1%
363551	1	< 0.1%
363552	1	< 0.1%
363553	1	< 0.1%
363554	1	< 0.1%
363555	1	< 0.1%
363557	1	< 0.1%
Other values (716019)	716019	> 99.9%
(Missing)	2	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
729308	1	< 0.1%
729307	1	< 0.1%
729306	1	< 0.1%
729305	1	< 0.1%
729304	1	< 0.1%
729303	1	< 0.1%
729302	1	< 0.1%
729301	1	< 0.1%
729300	1	< 0.1%
729299	1	< 0.1%

sample_number
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.3511101

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	7
95-th percentile	9
Maximum	9
Range	8
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.7292103
Coefficient of variation (CV)	0.6272446
Kurtosis	-1.2779063
Mean	4.3511101
Median Absolute Deviation (MAD)	2
Skewness	0.25927688
Sum	3115521
Variance	7.4485888
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	162930	22.8%
2	79099	11.0%
3	77363	10.8%
4	68830	9.6%
5	67441	9.4%
6	65947	9.2%
7	65451	9.1%
8	64772	9.0%
9	64196	9.0%
(Missing)	2	< 0.1%

Value	Count	Frequency (%)
1	162930	22.8%
2	79099	11.0%
3	77363	10.8%
4	68830	9.6%
5	67441	9.4%
6	65947	9.2%
7	65451	9.1%
8	64772	9.0%
9	64196	9.0%

Value	Count	Frequency (%)
9	64196	9.0%
8	64772	9.0%
7	65451	9.1%
6	65947	9.2%
5	67441	9.4%
4	68830	9.6%
3	77363	10.8%
2	79099	11.0%
1	162930	22.8%

sample_surface_temperature_c
Real number (ℝ)

High correlation

Distinct	2637
Distinct (%)	0.4%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	20.270503

Minimum	-56
Maximum	72.5
Zeros	3376
Zeros (%)	0.5%
Negative	68595
Negative (%)	9.6%
Memory size	5.5 MiB

Quantile statistics

Minimum	-56
5-th percentile	-3.2
Q1	7
median	19.8
Q3	32.3
95-th percentile	47.5
Maximum	72.5
Range	128.5
Interquartile range (IQR)	25.3

Descriptive statistics

Standard deviation	16.248506
Coefficient of variation (CV)	0.80158377
Kurtosis	-0.44873669
Mean	20.270503
Median Absolute Deviation (MAD)	12.6
Skewness	0.24713939
Sum	14514268
Variance	264.01394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	7646	1.1%
34	5048	0.7%
30	4311	0.6%
5	3898	0.5%
32	3882	0.5%
29	3856	0.5%
35	3793	0.5%
31	3790	0.5%
4	3700	0.5%
33	3681	0.5%
Other values (2627)	672424	93.9%

Value	Count	Frequency (%)
-56	2	< 0.1%
-55.2	1	< 0.1%
-50.3	1	< 0.1%
-49.5	1	< 0.1%
-48.9	1	< 0.1%
-48.4	1	< 0.1%
-45.3	1	< 0.1%
-45	2	< 0.1%
-44.7	1	< 0.1%
-44.6	1	< 0.1%

Value	Count	Frequency (%)
72.5	45	< 0.1%
72.4	35	< 0.1%
72.3	48	< 0.1%
72.2	33	< 0.1%
72.1	39	< 0.1%
72	71	< 0.1%
71.9	26	< 0.1%
71.8	27	< 0.1%
71.7	22	< 0.1%
71.6	26	< 0.1%

sample_snow_depth_mm
Real number (ℝ)

High correlation Missing Zeros

Distinct	431
Distinct (%)	0.3%
Missing	547828
Missing (%)	76.5%
Infinite	0
Infinite (%)	0.0%
Mean	12.369543

Minimum	0
Maximum	1200
Zeros	142620
Zeros (%)	19.9%
Negative	0
Negative (%)	0.0%
Memory size	5.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	82
Maximum	1200
Range	1200
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	45.472407
Coefficient of variation (CV)	3.6761591
Kurtosis	88.337956
Mean	12.369543
Median Absolute Deviation (MAD)	0
Skewness	7.1711611
Sum	2080594.2
Variance	2067.7398
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	142620	19.9%
20	1973	0.3%
10	1644	0.2%
30	1636	0.2%
40	1630	0.2%
50	1545	0.2%
60	1062	0.1%
100	793	0.1%
15	649	0.1%
70	647	0.1%
Other values (421)	14004	2.0%
(Missing)	547828	76.5%

Value	Count	Frequency (%)
0	142620	19.9%
1	1	< 0.1%
2	1	< 0.1%
10	1644	0.2%
10.3	1	< 0.1%
10.5	2	< 0.1%
11	202	< 0.1%
11.3	3	< 0.1%
11.4	1	< 0.1%
11.5	12	< 0.1%

Value	Count	Frequency (%)
1200	9	< 0.1%
1100	3	< 0.1%
1000	4	< 0.1%
900	21	< 0.1%
850	1	< 0.1%
800	4	< 0.1%
750	4	< 0.1%
740	1	< 0.1%
710	1	< 0.1%
700	8	< 0.1%

sample_snow_depth_flag
Categorical

High correlation Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	691406
Missing (%)	96.6%
Memory size	38.2 MiB

trace	14757
measurable	7258
zero	2610

Length

Max length	10
Median length	5
Mean length	6.3677157
Min length	4

Characters and Unicode

Total characters	156805
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	trace
2nd row	trace
3rd row	trace
4th row	trace
5th row	trace

Common Values

Value	Count	Frequency (%)
trace	14757	2.1%
measurable	7258	1.0%
zero	2610	0.4%
(Missing)	691406	96.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
trace	14757	59.9%
measurable	7258	29.5%
zero	2610	10.6%

Most occurring characters

Value	Count	Frequency (%)
e	31883	20.3%
a	29273	18.7%
r	24625	15.7%
t	14757	9.4%
c	14757	9.4%
m	7258	4.6%
s	7258	4.6%
u	7258	4.6%
b	7258	4.6%
l	7258	4.6%
Other values (2)	5220	3.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	156805	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	31883	20.3%
a	29273	18.7%
r	24625	15.7%
t	14757	9.4%
c	14757	9.4%
m	7258	4.6%
s	7258	4.6%
u	7258	4.6%
b	7258	4.6%
l	7258	4.6%
Other values (2)	5220	3.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	156805	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	31883	20.3%
a	29273	18.7%
r	24625	15.7%
t	14757	9.4%
c	14757	9.4%
m	7258	4.6%
s	7258	4.6%
u	7258	4.6%
b	7258	4.6%
l	7258	4.6%
Other values (2)	5220	3.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	156805	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	31883	20.3%
a	29273	18.7%
r	24625	15.7%
t	14757	9.4%
c	14757	9.4%
m	7258	4.6%
s	7258	4.6%
u	7258	4.6%
b	7258	4.6%
l	7258	4.6%
Other values (2)	5220	3.3%

version_id
Real number (ℝ)

High correlation Missing

Distinct	6178
Distinct (%)	1.0%
Missing	100398
Missing (%)	14.0%
Infinite	0
Infinite (%)	0.0%
Mean	14573.791

Minimum	4356
Maximum	105432
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	4356
5-th percentile	7484
Q1	8353
median	10916
Q3	13040
95-th percentile	45363
Maximum	105432
Range	101076
Interquartile range (IQR)	4687

Descriptive statistics

Standard deviation	14297.815
Coefficient of variation (CV)	0.98106357
Kurtosis	13.317196
Mean	14573.791
Median Absolute Deviation (MAD)	2464
Skewness	3.5949941
Sum	8.9721065 × 10⁹
Variance	2.0442752 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11421	20555	2.9%
13040	18347	2.6%
11320	13088	1.8%
11596	12169	1.7%
8137	9250	1.3%
11747	8164	1.1%
10418	7816	1.1%
11456	7414	1.0%
11241	5613	0.8%
11457	5433	0.8%
Other values (6168)	507784	70.9%
(Missing)	100398	14.0%

Value	Count	Frequency (%)
4356	336	< 0.1%
4361	3	< 0.1%
4362	3	< 0.1%
4365	18	< 0.1%
4366	126	< 0.1%
4367	108	< 0.1%
4369	81	< 0.1%
4370	411	0.1%
4372	3691	0.5%
4373	1441	0.2%

Value	Count	Frequency (%)
105432	1	< 0.1%
105431	1	< 0.1%
105422	1	< 0.1%
105400	28	< 0.1%
105383	9	< 0.1%
105380	39	< 0.1%
105366	1	< 0.1%
105363	1	< 0.1%
105362	1	< 0.1%
105358	1	< 0.1%

version
Real number (ℝ)

High correlation Missing Skewed

Distinct	525
Distinct (%)	0.1%
Missing	100398
Missing (%)	14.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4001913

Minimum	1
Maximum	3541
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	14
Maximum	3541
Range	3540
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	63.032819
Coefficient of variation (CV)	7.5037361
Kurtosis	1070.3421
Mean	8.4001913
Median Absolute Deviation (MAD)	1
Skewness	26.948897
Sum	5171435
Variance	3973.1363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	288586	40.3%
2	98958	13.8%
3	54146	7.6%
4	46268	6.5%
5	25541	3.6%
7	25270	3.5%
8	18176	2.5%
6	8230	1.1%
9	4694	0.7%
11	4194	0.6%
Other values (515)	41570	5.8%
(Missing)	100398	14.0%

Value	Count	Frequency (%)
1	288586	40.3%
2	98958	13.8%
3	54146	7.6%
4	46268	6.5%
5	25541	3.6%
6	8230	1.1%
7	25270	3.5%
8	18176	2.5%
9	4694	0.7%
10	3114	0.4%

Value	Count	Frequency (%)
3541	18	< 0.1%
3336	18	< 0.1%
3272	9	< 0.1%
3202	9	< 0.1%
3132	18	< 0.1%
1545	18	< 0.1%
1512	18	< 0.1%
1482	54	< 0.1%
1480	9	< 0.1%
1463	18	< 0.1%

site_version_activated_at
Date

Missing

Distinct	5312
Distinct (%)	0.9%
Missing	100398
Missing (%)	14.0%
Memory size	5.5 MiB

Minimum	1999-04-13 16:12:00
Maximum	2025-03-27 06:51:06.819409
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

version_date
Date

Missing

Distinct	6083
Distinct (%)	1.0%
Missing	100398
Missing (%)	14.0%
Memory size	5.5 MiB

Minimum	2003-08-27 19:05:39
Maximum	2025-03-27 06:51:06.819399
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

site_version_comments
Text

Missing

Distinct	450
Distinct (%)	0.1%
Missing	369536
Missing (%)	51.6%
Memory size	55.2 MiB

Length

Max length	622
Median length	53
Mean length	50.706576
Min length	1

Characters and Unicode

Total characters	17569575
Distinct characters	191
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	< 0.1%

Sample

1st row	please replace with Surface Temperature Site Comments
2nd row	please replace with Surface Temperature Site Comments
3rd row	please replace with Surface Temperature Site Comments
4th row	please replace with Surface Temperature Site Comments
5th row	please replace with Surface Temperature Site Comments

Value	Count	Frequency (%)
site	206054	7.8%
please	194303	7.3%
surface	187321	7.1%
temperature	184778	7.0%
with	181127	6.8%
comments	176096	6.7%
replace	175899	6.6%
the	60952	2.3%
of	43986	1.7%
is	33940	1.3%
Other values (1257)	1201320	45.4%

Most occurring characters

Value	Count	Frequency (%)
e	2527427	14.4%
	2326736	13.2%
t	1229693	7.0%
a	1222991	7.0%
r	1071981	6.1%
i	750739	4.3%
m	719286	4.1%
s	709174	4.0%
p	708644	4.0%
o	628468	3.6%
Other values (181)	5674436	32.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17569575	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2527427	14.4%
	2326736	13.2%
t	1229693	7.0%
a	1222991	7.0%
r	1071981	6.1%
i	750739	4.3%
m	719286	4.1%
s	709174	4.0%
p	708644	4.0%
o	628468	3.6%
Other values (181)	5674436	32.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17569575	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2527427	14.4%
	2326736	13.2%
t	1229693	7.0%
a	1222991	7.0%
r	1071981	6.1%
i	750739	4.3%
m	719286	4.1%
s	709174	4.0%
p	708644	4.0%
o	628468	3.6%
Other values (181)	5674436	32.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17569575	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2527427	14.4%
	2326736	13.2%
t	1229693	7.0%
a	1222991	7.0%
r	1071981	6.1%
i	750739	4.3%
m	719286	4.1%
s	709174	4.0%
p	708644	4.0%
o	628468	3.6%
Other values (181)	5674436	32.3%

homogeneous_site_short_length_m
Real number (ℝ)

High correlation Missing

Distinct	102
Distinct (%)	< 0.1%
Missing	153800
Missing (%)	21.5%
Infinite	0
Infinite (%)	0.0%
Mean	29.538096

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.5 MiB

Quantile statistics

Minimum	1
5-th percentile	2.25
Q1	10
median	30
Q3	30
95-th percentile	90
Maximum	100
Range	99
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	24.913682
Coefficient of variation (CV)	0.84344238
Kurtosis	1.4530351
Mean	29.538096
Median Absolute Deviation (MAD)	9
Skewness	1.4366471
Sum	16607233
Variance	620.69153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	261624	36.5%
10	69831	9.8%
90	61303	8.6%
1	22262	3.1%
5	20395	2.8%
2.25	18302	2.6%
3	16989	2.4%
15	10997	1.5%
20	9983	1.4%
50	9031	1.3%
Other values (92)	61514	8.6%
(Missing)	153800	21.5%

Value	Count	Frequency (%)
1	22262	3.1%
1.5	170	< 0.1%
1.9	171	< 0.1%
2	932	0.1%
2.25	18302	2.6%
2.4	51	< 0.1%
2.5	225	< 0.1%
3	16989	2.4%
3.5	9	< 0.1%
3.61	9	< 0.1%

Value	Count	Frequency (%)
100	3240	0.5%
97	1	< 0.1%
95	9	< 0.1%
92.35	52	< 0.1%
90	61303	8.6%
83.83	9	< 0.1%
80	115	< 0.1%
78.98	27	< 0.1%
78.6	6	< 0.1%
70	173	< 0.1%

homogeneous_site_long_length_m
Real number (ℝ)

High correlation Missing

Distinct	109
Distinct (%)	< 0.1%
Missing	153819
Missing (%)	21.5%
Infinite	0
Infinite (%)	0.0%
Mean	32.712444

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.5 MiB

Quantile statistics

Minimum	1
5-th percentile	2.25
Q1	15
median	30
Q3	30
95-th percentile	90
Maximum	100
Range	99
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	25.456198
Coefficient of variation (CV)	0.77818087
Kurtosis	0.7582972
Mean	32.712444
Median Absolute Deviation (MAD)	6
Skewness	1.2215133
Sum	18391328
Variance	648.01802
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	268174	37.5%
90	67482	9.4%
10	55769	7.8%
1	18388	2.6%
2.25	18302	2.6%
3	17912	2.5%
5	15945	2.2%
40	13206	1.8%
15	11475	1.6%
20	8112	1.1%
Other values (99)	67447	9.4%
(Missing)	153819	21.5%

Value	Count	Frequency (%)
1	18388	2.6%
1.45	36	< 0.1%
1.5	179	< 0.1%
2	146	< 0.1%
2.25	18302	2.6%
2.286	377	0.1%
2.4	24	< 0.1%
3	17912	2.5%
3.33	36	< 0.1%
3.6	27	< 0.1%

Value	Count	Frequency (%)
100	2697	0.4%
97	1	< 0.1%
90	67482	9.4%
80.1	15	< 0.1%
78.83	9	< 0.1%
78.6	6	< 0.1%
78	1006	0.1%
75	4158	0.6%
71	45	< 0.1%
70	137	< 0.1%

surface_cover_type
Categorical

High correlation Imbalance Missing

Distinct	21
Distinct (%)	< 0.1%
Missing	163529
Missing (%)	22.8%
Memory size	39.6 MiB

short grass	335803
asphalt	92202
other	53345
concrete	35749
tall grass	10842
Other values (16)	24561

Length

Max length	16
Median length	11
Mean length	9.5359619
Min length	4

Characters and Unicode

Total characters	5268638
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	short grass
2nd row	short grass
3rd row	short grass
4th row	short grass
5th row	short grass

Common Values

Value	Count	Frequency (%)
short grass	335803	46.9%
asphalt	92202	12.9%
other	53345	7.5%
concrete	35749	5.0%
tall grass	10842	1.5%
dry bare ground	8823	1.2%
not provided	3365	0.5%
open water	3134	0.4%
sand	2295	0.3%
bare	1712	0.2%
Other values (11)	5232	0.7%
(Missing)	163529	22.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
grass	346645	37.5%
short	335803	36.3%
asphalt	92202	10.0%
other	53345	5.8%
concrete	35749	3.9%
tall	10842	1.2%
bare	10535	1.1%
dry	8823	1.0%
ground	8823	1.0%
not	3365	0.4%
Other values (19)	19342	2.1%

Most occurring characters

Value	Count	Frequency (%)
s	1127223	21.4%
r	812048	15.4%
a	562454	10.7%
t	538028	10.2%
h	483099	9.2%
o	443965	8.4%
	372972	7.1%
g	355468	6.7%
e	147181	2.8%
l	116380	2.2%
Other values (13)	309820	5.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5268638	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	1127223	21.4%
r	812048	15.4%
a	562454	10.7%
t	538028	10.2%
h	483099	9.2%
o	443965	8.4%
	372972	7.1%
g	355468	6.7%
e	147181	2.8%
l	116380	2.2%
Other values (13)	309820	5.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5268638	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	1127223	21.4%
r	812048	15.4%
a	562454	10.7%
t	538028	10.2%
h	483099	9.2%
o	443965	8.4%
	372972	7.1%
g	355468	6.7%
e	147181	2.8%
l	116380	2.2%
Other values (13)	309820	5.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5268638	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	1127223	21.4%
r	812048	15.4%
a	562454	10.7%
t	538028	10.2%
h	483099	9.2%
o	443965	8.4%
	372972	7.1%
g	355468	6.7%
e	147181	2.8%
l	116380	2.2%
Other values (13)	309820	5.9%

instrument_type
Text

Missing

Distinct	393
Distinct (%)	0.1%
Missing	245047
Missing (%)	34.2%
Memory size	41.4 MiB

Length

Max length	90
Median length	82
Mean length	13.202253
Min length	1

Characters and Unicode

Total characters	6218050
Distinct characters	82
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	< 0.1%

Sample

1st row	raytek st20
2nd row	raytek st20
3rd row	raytek st20
4th row	raytek st20
5th row	raytek st20

Value	Count	Frequency (%)
st20	210349	20.6%
raytek	131723	12.9%
raytech	84712	8.3%
fluke	61493	6.0%
63	41567	4.1%
sper	37211	3.6%
scientific	33811	3.3%
800103	31981	3.1%
st650	25468	2.5%
xindar	18347	1.8%
Other values (339)	343741	33.7%

Most occurring characters

Value	Count	Frequency (%)
	570386	9.2%
e	520170	8.4%
t	474415	7.6%
0	453069	7.3%
a	323509	5.2%
r	306786	4.9%
2	286091	4.6%
y	228493	3.7%
T	226531	3.6%
k	201905	3.2%
Other values (72)	2626695	42.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6218050	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	570386	9.2%
e	520170	8.4%
t	474415	7.6%
0	453069	7.3%
a	323509	5.2%
r	306786	4.9%
2	286091	4.6%
y	228493	3.7%
T	226531	3.6%
k	201905	3.2%
Other values (72)	2626695	42.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6218050	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	570386	9.2%
e	520170	8.4%
t	474415	7.6%
0	453069	7.3%
a	323509	5.2%
r	306786	4.9%
2	286091	4.6%
y	228493	3.7%
T	226531	3.6%
k	201905	3.2%
Other values (72)	2626695	42.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6218050	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	570386	9.2%
e	520170	8.4%
t	474415	7.6%
0	453069	7.3%
a	323509	5.2%
r	306786	4.9%
2	286091	4.6%
y	228493	3.7%
T	226531	3.6%
k	201905	3.2%
Other values (72)	2626695	42.2%

protocol_name
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	46.4 MiB

Surface Temperature	716031

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	13604589
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Surface Temperature
2nd row	Surface Temperature
3rd row	Surface Temperature
4th row	Surface Temperature
5th row	Surface Temperature

Common Values

Value	Count	Frequency (%)
Surface Temperature	716031	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
surface	716031	50.0%
temperature	716031	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
S	716031	5.3%
f	716031	5.3%
c	716031	5.3%
	716031	5.3%
T	716031	5.3%
m	716031	5.3%
Other values (2)	1432062	10.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13604589	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
S	716031	5.3%
f	716031	5.3%
c	716031	5.3%
	716031	5.3%
T	716031	5.3%
m	716031	5.3%
Other values (2)	1432062	10.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13604589	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
S	716031	5.3%
f	716031	5.3%
c	716031	5.3%
	716031	5.3%
T	716031	5.3%
m	716031	5.3%
Other values (2)	1432062	10.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13604589	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
S	716031	5.3%
f	716031	5.3%
c	716031	5.3%
	716031	5.3%
T	716031	5.3%
m	716031	5.3%
Other values (2)	1432062	10.5%

protocol_model
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

SurfaceTemperature	716031

Length

Max length	18
Median length	18
Mean length	18
Min length	18

Characters and Unicode

Total characters	12888558
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SurfaceTemperature
2nd row	SurfaceTemperature
3rd row	SurfaceTemperature
4th row	SurfaceTemperature
5th row	SurfaceTemperature

Common Values

Value	Count	Frequency (%)
SurfaceTemperature	716031	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
surfacetemperature	716031	100.0%

Most occurring characters

Value	Count	Frequency (%)
e	2864124	22.2%
r	2148093	16.7%
u	1432062	11.1%
a	1432062	11.1%
S	716031	5.6%
f	716031	5.6%
c	716031	5.6%
T	716031	5.6%
m	716031	5.6%
p	716031	5.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12888558	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2864124	22.2%
r	2148093	16.7%
u	1432062	11.1%
a	1432062	11.1%
S	716031	5.6%
f	716031	5.6%
c	716031	5.6%
T	716031	5.6%
m	716031	5.6%
p	716031	5.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12888558	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2864124	22.2%
r	2148093	16.7%
u	1432062	11.1%
a	1432062	11.1%
S	716031	5.6%
f	716031	5.6%
c	716031	5.6%
T	716031	5.6%
m	716031	5.6%
p	716031	5.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12888558	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2864124	22.2%
r	2148093	16.7%
u	1432062	11.1%
a	1432062	11.1%
S	716031	5.6%
f	716031	5.6%
c	716031	5.6%
T	716031	5.6%
m	716031	5.6%
p	716031	5.6%

protocol_association_name
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	46.4 MiB

surface_temperature	716031

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	13604589
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	surface_temperature
2nd row	surface_temperature
3rd row	surface_temperature
4th row	surface_temperature
5th row	surface_temperature

Common Values

Value	Count	Frequency (%)
surface_temperature	716031	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
surface_temperature	716031	100.0%

Most occurring characters

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
t	1432062	10.5%
s	716031	5.3%
f	716031	5.3%
c	716031	5.3%
_	716031	5.3%
m	716031	5.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13604589	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
t	1432062	10.5%
s	716031	5.3%
f	716031	5.3%
c	716031	5.3%
_	716031	5.3%
m	716031	5.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13604589	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
t	1432062	10.5%
s	716031	5.3%
f	716031	5.3%
c	716031	5.3%
_	716031	5.3%
m	716031	5.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13604589	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
t	1432062	10.5%
s	716031	5.3%
f	716031	5.3%
c	716031	5.3%
_	716031	5.3%
m	716031	5.3%

protocol_alt_name
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	46.4 MiB

Surface Temperature	716031

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	13604589
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Surface Temperature
2nd row	Surface Temperature
3rd row	Surface Temperature
4th row	Surface Temperature
5th row	Surface Temperature

Common Values

Value	Count	Frequency (%)
Surface Temperature	716031	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
surface	716031	50.0%
temperature	716031	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
S	716031	5.3%
f	716031	5.3%
c	716031	5.3%
	716031	5.3%
T	716031	5.3%
m	716031	5.3%
Other values (2)	1432062	10.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13604589	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
S	716031	5.3%
f	716031	5.3%
c	716031	5.3%
	716031	5.3%
T	716031	5.3%
m	716031	5.3%
Other values (2)	1432062	10.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13604589	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
S	716031	5.3%
f	716031	5.3%
c	716031	5.3%
	716031	5.3%
T	716031	5.3%
m	716031	5.3%
Other values (2)	1432062	10.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13604589	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2864124	21.1%
r	2148093	15.8%
u	1432062	10.5%
a	1432062	10.5%
S	716031	5.3%
f	716031	5.3%
c	716031	5.3%
	716031	5.3%
T	716031	5.3%
m	716031	5.3%
Other values (2)	1432062	10.5%

protocol_investigation_area
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.3 MiB

Atmosphere	716031

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	7160310
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Atmosphere
2nd row	Atmosphere
3rd row	Atmosphere
4th row	Atmosphere
5th row	Atmosphere

Common Values

Value	Count	Frequency (%)
Atmosphere	716031	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
atmosphere	716031	100.0%

Most occurring characters

Value	Count	Frequency (%)
e	1432062	20.0%
A	716031	10.0%
t	716031	10.0%
m	716031	10.0%
o	716031	10.0%
s	716031	10.0%
p	716031	10.0%
h	716031	10.0%
r	716031	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7160310	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1432062	20.0%
A	716031	10.0%
t	716031	10.0%
m	716031	10.0%
o	716031	10.0%
s	716031	10.0%
p	716031	10.0%
h	716031	10.0%
r	716031	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7160310	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1432062	20.0%
A	716031	10.0%
t	716031	10.0%
m	716031	10.0%
o	716031	10.0%
s	716031	10.0%
p	716031	10.0%
h	716031	10.0%
r	716031	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7160310	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1432062	20.0%
A	716031	10.0%
t	716031	10.0%
m	716031	10.0%
o	716031	10.0%
s	716031	10.0%
p	716031	10.0%
h	716031	10.0%
r	716031	10.0%

user_type_description
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	48.6 MiB

non-student user - trained	306433
student user - trained	250732
not categorized	158659
non-student user - untrained	207

Length

Max length	28
Median length	26
Mean length	22.162508
Min length	15

Characters and Unicode

Total characters	15869043
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	not categorized
2nd row	not categorized
3rd row	not categorized
4th row	not categorized
5th row	not categorized

Common Values

Value	Count	Frequency (%)
non-student user - trained	306433	42.8%
student user - trained	250732	35.0%
not categorized	158659	22.2%
non-student user - untrained	207	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
user	557372	21.9%
	557372	21.9%
trained	557165	21.9%
non-student	306640	12.0%
student	250732	9.8%
not	158659	6.2%
categorized	158659	6.2%
untrained	207	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
t	1989434	12.5%
e	1989434	12.5%
n	1886890	11.9%
	1830775	11.5%
d	1273403	8.0%
r	1273403	8.0%
u	1114951	7.0%
s	1114744	7.0%
-	864012	5.4%
a	716031	4.5%
Other values (5)	1815966	11.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15869043	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	1989434	12.5%
e	1989434	12.5%
n	1886890	11.9%
	1830775	11.5%
d	1273403	8.0%
r	1273403	8.0%
u	1114951	7.0%
s	1114744	7.0%
-	864012	5.4%
a	716031	4.5%
Other values (5)	1815966	11.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15869043	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	1989434	12.5%
e	1989434	12.5%
n	1886890	11.9%
	1830775	11.5%
d	1273403	8.0%
r	1273403	8.0%
u	1114951	7.0%
s	1114744	7.0%
-	864012	5.4%
a	716031	4.5%
Other values (5)	1815966	11.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15869043	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	1989434	12.5%
e	1989434	12.5%
n	1886890	11.9%
	1830775	11.5%
d	1273403	8.0%
r	1273403	8.0%
u	1114951	7.0%
s	1114744	7.0%
-	864012	5.4%
a	716031	4.5%
Other values (5)	1815966	11.4%

submission_comments
Text

Missing

Distinct	1003
Distinct (%)	10.3%
Missing	706334
Missing (%)	98.6%
Memory size	38.5 MiB

Length

Max length	365
Median length	139
Mean length	28.737754
Min length	1

Characters and Unicode

Total characters	278670
Distinct characters	137
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	174 ?
Unique (%)	1.8%

Sample

1st row	Grassy area varies in height and coverage. dirt patches and taller grass in the Northeast corner of site.
2nd row	Grassy area varies in height and coverage. dirt patches and taller grass in the Northeast corner of site.
3rd row	Grassy area varies in height and coverage. dirt patches and taller grass in the Northeast corner of site.
4th row	Grassy area varies in height and coverage. dirt patches and taller grass in the Northeast corner of site.
5th row	Grassy area varies in height and coverage. dirt patches and taller grass in the Northeast corner of site.

Value	Count	Frequency (%)
not	1518	3.0%
data	1506	3.0%
do	1436	2.9%
delete	1427	2.8%
scrc	1427	2.8%
please	1427	2.8%
the	1408	2.8%
me	1391	2.8%
asphalt	1144	2.3%
grass	918	1.8%
Other values (1172)	36491	72.8%

Most occurring characters

Value	Count	Frequency (%)
	40421	14.5%
e	26528	9.5%
a	18725	6.7%
t	16543	5.9%
s	15192	5.5%
o	14721	5.3%
d	13673	4.9%
l	13322	4.8%
n	12727	4.6%
r	12403	4.5%
Other values (127)	94415	33.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	278670	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	40421	14.5%
e	26528	9.5%
a	18725	6.7%
t	16543	5.9%
s	15192	5.5%
o	14721	5.3%
d	13673	4.9%
l	13322	4.8%
n	12727	4.6%
r	12403	4.5%
Other values (127)	94415	33.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	278670	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	40421	14.5%
e	26528	9.5%
a	18725	6.7%
t	16543	5.9%
s	15192	5.5%
o	14721	5.3%
d	13673	4.9%
l	13322	4.8%
n	12727	4.6%
r	12403	4.5%
Other values (127)	94415	33.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	278670	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	40421	14.5%
e	26528	9.5%
a	18725	6.7%
t	16543	5.9%
s	15192	5.5%
o	14721	5.3%
d	13673	4.9%
l	13322	4.8%
n	12727	4.6%
r	12403	4.5%
Other values (127)	94415	33.9%

submission_developer_key_id
Categorical

High correlation Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	625971
Missing (%)	87.4%
Memory size	37.7 MiB

5	71165
1	18895

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	90060
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
5	71165	9.9%
1	18895	2.6%
(Missing)	625971	87.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5	71165	79.0%
1	18895	21.0%

Most occurring characters

Value	Count	Frequency (%)
5	71165	79.0%
1	18895	21.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	90060	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
5	71165	79.0%
1	18895	21.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	90060	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
5	71165	79.0%
1	18895	21.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	90060	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
5	71165	79.0%
1	18895	21.0%

submission_access_code_id
Unsupported

Missing Rejected Unsupported

Missing	716031
Missing (%)	100.0%
Memory size	6.1 MiB

submission_latitude
Real number (ℝ)

High correlation Missing

Distinct	1565
Distinct (%)	2.2%
Missing	644866
Missing (%)	90.1%
Infinite	0
Infinite (%)	0.0%
Mean	31.524425

Minimum	-39.958297
Maximum	89.999997
Zeros	3
Zeros (%)	< 0.1%
Negative	4452
Negative (%)	0.6%
Memory size	5.5 MiB

Quantile statistics

Minimum	-39.958297
5-th percentile	-7.2363
Q1	26.601844
median	35.9087
Q3	41.56102
95-th percentile	42.82463
Maximum	89.999997
Range	129.95829
Interquartile range (IQR)	14.959176

Descriptive statistics

Standard deviation	16.876146
Coefficient of variation (CV)	0.53533556
Kurtosis	6.0426013
Mean	31.524425
Median Absolute Deviation (MAD)	5.7068
Skewness	-1.614503
Sum	2243435.7
Variance	284.80429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.9752	4485	0.6%
36.290455	4380	0.6%
36.323437	3483	0.5%
-7.2363	1956	0.3%
26.601844	1914	0.3%
24.681796	1740	0.2%
36.25997	1089	0.2%
35.8879	1001	0.1%
40.096769	909	0.1%
89.999997	692	0.1%
Other values (1555)	49516	6.9%
(Missing)	644866	90.1%

Value	Count	Frequency (%)
-39.958297	7	< 0.1%
-39.957271	6	< 0.1%
-39.95725	20	< 0.1%
-39.957043	14	< 0.1%
-39.95311	14	< 0.1%
-39.952469	63	< 0.1%
-39.951394	18	< 0.1%
-38.94135	27	< 0.1%
-38.94134	54	< 0.1%
-38.94098	74	< 0.1%

Value	Count	Frequency (%)
89.999997	692	0.1%
85	27	< 0.1%
68.40352	3	< 0.1%
68.36137	1	< 0.1%
68.32821	1	< 0.1%
68.29618	1	< 0.1%
64.87418	3	< 0.1%
64.86539	3	< 0.1%
64.85875	1	< 0.1%
64.844514	36	< 0.1%

submission_longitude
Real number (ℝ)

High correlation Missing

Distinct	1599
Distinct (%)	2.2%
Missing	644866
Missing (%)	90.1%
Infinite	0
Infinite (%)	0.0%
Mean	-25.816088

Minimum	-161.011
Maximum	174
Zeros	3
Zeros (%)	< 0.1%
Negative	42006
Negative (%)	5.9%
Memory size	5.5 MiB

Quantile statistics

Minimum	-161.011
5-th percentile	-93.296115
Q1	-83.62744
median	-71.57822
Q3	34.9299
95-th percentile	121.5327
Maximum	174
Range	335.011
Interquartile range (IQR)	118.55734

Descriptive statistics

Standard deviation	74.57072
Coefficient of variation (CV)	-2.8885368
Kurtosis	-0.80314424
Mean	-25.816088
Median Absolute Deviation (MAD)	21.717895
Skewness	0.66507516
Sum	-1837201.9
Variance	5560.7923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
121.5327	4486	0.6%
-93.296115	4380	0.6%
-93.258022	3483	0.5%
-39.4149	1956	0.3%
-81.94282	1914	0.3%
121.762254	1740	0.2%
-93.13447	1089	0.2%
14.4725	1001	0.1%
22.497501	909	0.1%
-83.584746	627	0.1%
Other values (1589)	49580	6.9%
(Missing)	644866	90.1%

Value	Count	Frequency (%)
-161.011	330	< 0.1%
-160.561	207	< 0.1%
-160.401	155	< 0.1%
-149.41118	81	< 0.1%
-147.85322	1	< 0.1%
-147.724851	36	< 0.1%
-147.19618	36	< 0.1%
-141.74	3	< 0.1%
-141.7387	3	< 0.1%
-122.2757	1	< 0.1%

Value	Count	Frequency (%)
174	27	< 0.1%
145.14711	27	< 0.1%
127.38938	45	< 0.1%
127.3288	1	< 0.1%
121.762254	1740	0.2%
121.76225	170	< 0.1%
121.76218	11	< 0.1%
121.762	108	< 0.1%
121.7306	3	< 0.1%
121.637597	1	< 0.1%

submission_elevation
Real number (ℝ)

High correlation Missing

Distinct	1100
Distinct (%)	1.5%
Missing	644866
Missing (%)	90.1%
Infinite	0
Infinite (%)	0.0%
Mean	227.7479

Minimum	-4228.8
Maximum	7730
Zeros	155
Zeros (%)	< 0.1%
Negative	409
Negative (%)	0.1%
Memory size	5.5 MiB

Quantile statistics

Minimum	-4228.8
5-th percentile	5
Q1	53.1
median	185.6
Q3	361.9
95-th percentile	497.2
Maximum	7730
Range	11958.8
Interquartile range (IQR)	308.8

Descriptive statistics

Standard deviation	296.30974
Coefficient of variation (CV)	1.3010427
Kurtosis	145.96631
Mean	227.7479
Median Absolute Deviation (MAD)	142.3
Skewness	4.4534461
Sum	16207679
Variance	87799.464
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
378	4569	0.6%
30	4478	0.6%
454.2	3483	0.5%
5	1973	0.3%
497.2	1957	0.3%
51.2	1751	0.2%
400	1407	0.2%
192.5	1224	0.2%
361.9	1089	0.2%
43.3	1001	0.1%
Other values (1090)	48233	6.7%
(Missing)	644866	90.1%

Value	Count	Frequency (%)
-4228.8	27	< 0.1%
-4011.6	9	< 0.1%
-3492	12	< 0.1%
-1040.8	12	< 0.1%
-393.2	70	< 0.1%
-34.4	126	< 0.1%
-31.2	14	< 0.1%
-13.3	9	< 0.1%
-4.9	1	< 0.1%
-4.5	2	< 0.1%

Value	Count	Frequency (%)
7730	18	< 0.1%
3022.1	30	< 0.1%
3021.9	1	< 0.1%
3021.5	1	< 0.1%
2851	18	< 0.1%
2850.7	27	< 0.1%
2612	18	< 0.1%
2576.7	9	< 0.1%
2548.5	5	< 0.1%
2390.3	3	< 0.1%

submission_point
Text

Missing

Distinct	2037
Distinct (%)	2.9%
Missing	644866
Missing (%)	90.1%
Memory size	27.5 MiB

Length

Max length	66
Median length	66
Mean length	66
Min length	66

Characters and Unicode

Total characters	4696890
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	483 ?
Unique (%)	0.7%

Sample

1st row	01010000A0E6100000CA54C1A8A4CA53408D28ED0DBE003A400000000000106340
2nd row	01010000A0E6100000CA54C1A8A4CA53401B9E5E29CB003A403333333333F36240
3rd row	01010000A0E6100000E605D847A7CA534029CB10C7BA003A409A99999999496340
4th row	01010000A0E6100000DFE00B93A9CA534054E3A59BC4003A409A99999999396340
5th row	01010000A0E6100000DFE00B93A9CA534054E3A59BC4003A409A99999999396340

Value	Count	Frequency (%)
01010000a0e610000012a5bdc117625e40280f0bb5a6f938400000000000003e40	4476	6.3%
01010000a0e6100000b936548cf35257c0d7fa22a12d2542400000000000a07740	4380	6.2%
01010000a0e610000081e9b46e835057c07ea83462662942403333333333637c40	3483	4.9%
01010000a0e6100000228e75711bb543c0e02d90a0f8f11cc03333333333137f40	1956	2.7%
01010000a0e6100000f180b229577c54c0384bc972129a3a400000000000001440	1914	2.7%
01010000a0e6100000b14f00c5c8705e402a8bc22e8aae38409a99999999994940	1740	2.4%
01010000a0e6100000c2120f289b4857c077f86bb24621424066666666669e7640	1089	1.5%
01010000a0e610000052b81e85ebf12c40280f0bb5a6f141406666666666a64540	1001	1.4%
01010000a0e610000030babc395c7f3640212235ed620c44400000000000007940	909	1.3%
01010000a0e6100000e09d7c7a6ce554c0346612f582cf44406666666666b66740	627	0.9%
Other values (2027)	49590	69.7%

Most occurring characters

Value	Count	Frequency (%)
0	1523679	32.4%
4	385060	8.2%
1	366319	7.8%
6	324534	6.9%
3	297567	6.3%
C	254903	5.4%
A	207492	4.4%
E	190952	4.1%
9	186607	4.0%
5	170900	3.6%
Other values (6)	788877	16.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4696890	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1523679	32.4%
4	385060	8.2%
1	366319	7.8%
6	324534	6.9%
3	297567	6.3%
C	254903	5.4%
A	207492	4.4%
E	190952	4.1%
9	186607	4.0%
5	170900	3.6%
Other values (6)	788877	16.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4696890	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1523679	32.4%
4	385060	8.2%
1	366319	7.8%
6	324534	6.9%
3	297567	6.3%
C	254903	5.4%
A	207492	4.4%
E	190952	4.1%
9	186607	4.0%
5	170900	3.6%
Other values (6)	788877	16.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4696890	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1523679	32.4%
4	385060	8.2%
1	366319	7.8%
6	324534	6.9%
3	297567	6.3%
C	254903	5.4%
A	207492	4.4%
E	190952	4.1%
9	186607	4.0%
5	170900	3.6%
Other values (6)	788877	16.8%

submission_data
Text

Missing

Distinct	78
Distinct (%)	0.3%
Missing	693424
Missing (%)	96.8%
Memory size	22.8 MiB

Length

Max length	29
Median length	28
Mean length	27.745433
Min length	25

Characters and Unicode

Total characters	627241
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	< 0.1%

Sample

1st row	{'teacher_userid': 2521381}
2nd row	{'teacher_userid': 2521381}
3rd row	{'teacher_userid': 2521381}
4th row	{'teacher_userid': 2521381}
5th row	{'teacher_userid': 2521381}

Value	Count	Frequency (%)
teacher_userid	22607	50.0%
2521381	4209	9.3%
18536109	3760	8.3%
12984297	3245	7.2%
8227960	1766	3.9%
31786504	1284	2.8%
98766560	988	2.2%
98766896	684	1.5%
78523461	614	1.4%
99116056	580	1.3%
Other values (69)	5477	12.1%

Most occurring characters

Value	Count	Frequency (%)
e	67821	10.8%
'	45214	7.2%
r	45214	7.2%
1	27535	4.4%
{	22607	3.6%
s	22607	3.6%
}	22607	3.6%
	22607	3.6%
d	22607	3.6%
i	22607	3.6%
Other values (16)	305815	48.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	627241	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	67821	10.8%
'	45214	7.2%
r	45214	7.2%
1	27535	4.4%
{	22607	3.6%
s	22607	3.6%
}	22607	3.6%
	22607	3.6%
d	22607	3.6%
i	22607	3.6%
Other values (16)	305815	48.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	627241	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	67821	10.8%
'	45214	7.2%
r	45214	7.2%
1	27535	4.4%
{	22607	3.6%
s	22607	3.6%
}	22607	3.6%
	22607	3.6%
d	22607	3.6%
i	22607	3.6%
Other values (16)	305815	48.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	627241	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	67821	10.8%
'	45214	7.2%
r	45214	7.2%
1	27535	4.4%
{	22607	3.6%
s	22607	3.6%
}	22607	3.6%
	22607	3.6%
d	22607	3.6%
i	22607	3.6%
Other values (16)	305815	48.8%

protocol_set_name
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	644866
Missing (%)	90.1%
Memory size	39.1 MiB

Surface Temperature	71165

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	1352135
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Surface Temperature
2nd row	Surface Temperature
3rd row	Surface Temperature
4th row	Surface Temperature
5th row	Surface Temperature

Common Values

Value	Count	Frequency (%)
Surface Temperature	71165	9.9%
(Missing)	644866	90.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
surface	71165	50.0%
temperature	71165	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	284660	21.1%
r	213495	15.8%
u	142330	10.5%
a	142330	10.5%
S	71165	5.3%
f	71165	5.3%
c	71165	5.3%
	71165	5.3%
T	71165	5.3%
m	71165	5.3%
Other values (2)	142330	10.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1352135	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	284660	21.1%
r	213495	15.8%
u	142330	10.5%
a	142330	10.5%
S	71165	5.3%
f	71165	5.3%
c	71165	5.3%
	71165	5.3%
T	71165	5.3%
m	71165	5.3%
Other values (2)	142330	10.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1352135	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	284660	21.1%
r	213495	15.8%
u	142330	10.5%
a	142330	10.5%
S	71165	5.3%
f	71165	5.3%
c	71165	5.3%
	71165	5.3%
T	71165	5.3%
m	71165	5.3%
Other values (2)	142330	10.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1352135	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	284660	21.1%
r	213495	15.8%
u	142330	10.5%
a	142330	10.5%
S	71165	5.3%
f	71165	5.3%
c	71165	5.3%
	71165	5.3%
T	71165	5.3%
m	71165	5.3%
Other values (2)	142330	10.5%

protocol_set_code
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	644866
Missing (%)	90.1%
Memory size	38.0 MiB

9808	71165

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	284660
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	9808
2nd row	9808
3rd row	9808
4th row	9808
5th row	9808

Common Values

Value	Count	Frequency (%)
9808	71165	9.9%
(Missing)	644866	90.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
9808	71165	100.0%

Most occurring characters

Value	Count	Frequency (%)
8	142330	50.0%
9	71165	25.0%
0	71165	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	284660	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
8	142330	50.0%
9	71165	25.0%
0	71165	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	284660	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
8	142330	50.0%
9	71165	25.0%
0	71165	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	284660	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
8	142330	50.0%
9	71165	25.0%
0	71165	25.0%

site_name
Text

Distinct	4144
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	55.3 MiB

Length

Max length	97
Median length	60
Mean length	25.068814
Min length	1

Characters and Unicode

Total characters	17950048
Distinct characters	287
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	387 ?
Unique (%)	0.1%

Sample

1st row	Gim7RZ/PL/143:ATM189
2nd row	Gim7RZ/PL/143:ATM189
3rd row	Gim7RZ/PL/143:ATM189
4th row	Gim7RZ/PL/143:ATM189
5th row	Gim7RZ/PL/143:ATM189

Value	Count	Frequency (%)
school	127186	5.3%
	96051	4.0%
area	47235	2.0%
playground	43706	1.8%
high	43588	1.8%
of	41954	1.7%
parking	38509	1.6%
surface	30063	1.2%
junior	29989	1.2%
1	29188	1.2%
Other values (4630)	1882996	78.1%

Most occurring characters

Value	Count	Frequency (%)
	1696720	9.5%
a	1105993	6.2%
e	1014647	5.7%
o	1012165	5.6%
r	816614	4.5%
i	746107	4.2%
t	692403	3.9%
l	634619	3.5%
n	634315	3.5%
A	601838	3.4%
Other values (277)	8994627	50.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17950048	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1696720	9.5%
a	1105993	6.2%
e	1014647	5.7%
o	1012165	5.6%
r	816614	4.5%
i	746107	4.2%
t	692403	3.9%
l	634619	3.5%
n	634315	3.5%
A	601838	3.4%
Other values (277)	8994627	50.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17950048	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1696720	9.5%
a	1105993	6.2%
e	1014647	5.7%
o	1012165	5.6%
r	816614	4.5%
i	746107	4.2%
t	692403	3.9%
l	634619	3.5%
n	634315	3.5%
A	601838	3.4%
Other values (277)	8994627	50.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17950048	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1696720	9.5%
a	1105993	6.2%
e	1014647	5.7%
o	1012165	5.6%
r	816614	4.5%
i	746107	4.2%
t	692403	3.9%
l	634619	3.5%
n	634315	3.5%
A	601838	3.4%
Other values (277)	8994627	50.1%

site_activated_at
Date

Distinct	2151
Distinct (%)	0.3%
Missing	705
Missing (%)	0.1%
Memory size	5.5 MiB

Minimum	1996-05-20 00:00:00
Maximum	2025-03-27 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

site_deactivated_at
Date

Missing

Distinct	7
Distinct (%)	1.1%
Missing	715409
Missing (%)	99.9%
Memory size	5.5 MiB

Minimum	2018-05-25 00:00:00
Maximum	2024-06-23 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=7)

site_comments
Text

Missing

Distinct	679
Distinct (%)	0.4%
Missing	545001
Missing (%)	76.1%
Memory size	62.3 MiB

Length

Max length	500
Median length	356
Mean length	153.3227
Min length	1

Characters and Unicode

Total characters	26222782
Distinct characters	162
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33 ?
Unique (%)	< 0.1%

Sample

1st row	The defined area is a rectangular swath in a parking lot. It was the only available area with ready access for measurement.
2nd row	The defined area is a rectangular swath in a parking lot. It was the only available area with ready access for measurement.
3rd row	The defined area is a rectangular swath in a parking lot. It was the only available area with ready access for measurement.
4th row	The defined area is a rectangular swath in a parking lot. It was the only available area with ready access for measurement.
5th row	The defined area is a rectangular swath in a parking lot. It was the only available area with ready access for measurement.

Value	Count	Frequency (%)
the	328915	7.0%
is	177787	3.8%
a	147902	3.1%
area	117304	2.5%
side	100574	2.1%
of	95832	2.0%
and	85758	1.8%
by	73704	1.6%
bordered	67903	1.4%
school	63910	1.4%
Other values (1923)	3442879	73.2%

Most occurring characters

Value	Count	Frequency (%)
	4769425	18.2%
e	2655944	10.1%
a	1887691	7.2%
s	1621509	6.2%
r	1517464	5.8%
t	1487541	5.7%
o	1473032	5.6%
i	1275784	4.9%
d	1089510	4.2%
n	899880	3.4%
Other values (152)	7545002	28.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	26222782	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	4769425	18.2%
e	2655944	10.1%
a	1887691	7.2%
s	1621509	6.2%
r	1517464	5.8%
t	1487541	5.7%
o	1473032	5.6%
i	1275784	4.9%
d	1089510	4.2%
n	899880	3.4%
Other values (152)	7545002	28.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	26222782	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	4769425	18.2%
e	2655944	10.1%
a	1887691	7.2%
s	1621509	6.2%
r	1517464	5.8%
t	1487541	5.7%
o	1473032	5.6%
i	1275784	4.9%
d	1089510	4.2%
n	899880	3.4%
Other values (152)	7545002	28.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	26222782	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	4769425	18.2%
e	2655944	10.1%
a	1887691	7.2%
s	1621509	6.2%
r	1517464	5.8%
t	1487541	5.7%
o	1473032	5.6%
i	1275784	4.9%
d	1089510	4.2%
n	899880	3.4%
Other values (152)	7545002	28.8%

site_latitude
Real number (ℝ)

High correlation

Distinct	3727
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.517707

Minimum	-62.767504
Maximum	89.999997
Zeros	426
Zeros (%)	0.1%
Negative	13212
Negative (%)	1.8%
Memory size	5.5 MiB

Quantile statistics

Minimum	-62.767504
5-th percentile	18.785322
Q1	25.225961
median	40.2464
Q3	41.92
95-th percentile	50.4515
Maximum	89.999997
Range	152.7675
Interquartile range (IQR)	16.694039

Descriptive statistics

Standard deviation	13.2579
Coefficient of variation (CV)	0.37327579
Kurtosis	7.9260145
Mean	35.517707
Median Absolute Deviation (MAD)	5.309526
Skewness	-1.7979026
Sum	25431779
Variance	175.77191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28.65667	20676	2.9%
22.630026	20555	2.9%
22.713529	18392	2.6%
48.92	15920	2.2%
25.086605	14555	2.0%
41.24375	13622	1.9%
46.300264	13186	1.8%
41.2439	13091	1.8%
36.290455	11663	1.6%
22.996032	10912	1.5%
Other values (3717)	563459	78.7%

Value	Count	Frequency (%)
-62.767504	1	< 0.1%
-44.0488	17	< 0.1%
-43.12097	54	< 0.1%
-40.148372	9	< 0.1%
-39.99519	1	< 0.1%
-39.980476	1	< 0.1%
-39.958297	7	< 0.1%
-39.957271	57	< 0.1%
-39.95725	20	< 0.1%
-39.957043	14	< 0.1%

Value	Count	Frequency (%)
89.999997	985	0.1%
87.72147	54	< 0.1%
84.1	2	< 0.1%
75.332516	1513	0.2%
68.40352	3	< 0.1%
68.36137	1	< 0.1%
68.32821	1	< 0.1%
68.29618	1	< 0.1%
66.19	1	< 0.1%
64.9474	9	< 0.1%

site_longitude
Real number (ℝ)

High correlation

Distinct	3792
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-12.748182

Minimum	-161.43865
Maximum	145.14711
Zeros	719
Zeros (%)	0.1%
Negative	368352
Negative (%)	51.4%
Memory size	5.5 MiB

Quantile statistics

Minimum	-161.43865
5-th percentile	-92.42271
Q1	-82.61141
median	-17.90446
Q3	35.2618
95-th percentile	121.49166
Maximum	145.14711
Range	306.58576
Interquartile range (IQR)	117.87321

Descriptive statistics

Standard deviation	76.311984
Coefficient of variation (CV)	-5.9861073
Kurtosis	-1.0803609
Mean	-12.748182
Median Absolute Deviation (MAD)	64.33537
Skewness	0.48587326
Sum	-9128093.4
Variance	5823.519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-17.90446	20676	2.9%
120.291204	20555	2.9%
120.286628	18392	2.6%
24.69	15920	2.2%
121.49166	14555	2.0%
-82.6116	13622	1.9%
16.328929	13186	1.8%
-82.61141	13091	1.8%
-93.296115	11663	1.6%
120.224649	10912	1.5%
Other values (3782)	563459	78.7%

Value	Count	Frequency (%)
-161.43865	80	< 0.1%
-161.011	330	< 0.1%
-160.561	207	< 0.1%
-160.401	155	< 0.1%
-159.56917	49	< 0.1%
-159.532974	766	0.1%
-159.5328	4	< 0.1%
-159.2328	405	0.1%
-149.41118	81	< 0.1%
-148.3202	9	< 0.1%

Value	Count	Frequency (%)
145.14711	27	< 0.1%
136.9552	2	< 0.1%
135.26091	3	< 0.1%
128.557512	225	< 0.1%
127.821747	1524	0.2%
127.423323	12	< 0.1%
127.38938	189	< 0.1%
127.384619	60	< 0.1%
127.3288	1	< 0.1%
127.124891	35	< 0.1%

site_elevation
Real number (ℝ)

High correlation

Distinct	2069
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	212.85125

Minimum	-5111.3
Maximum	8000
Zeros	870
Zeros (%)	0.1%
Negative	2462
Negative (%)	0.3%
Memory size	5.5 MiB

Quantile statistics

Minimum	-5111.3
5-th percentile	6.3
Q1	51.2
median	188.3
Q3	296.4
95-th percentile	535
Maximum	8000
Range	13111.3
Interquartile range (IQR)	245.2

Descriptive statistics

Standard deviation	279.09097
Coefficient of variation (CV)	1.3112019
Kurtosis	111.44121
Mean	212.85125
Median Absolute Deviation (MAD)	130.3
Skewness	-0.73814331
Sum	1.5240809 × 10⁸
Variance	77891.767
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
354.5	20676	2.9%
6.8	20564	2.9%
15	19345	2.7%
260	15958	2.2%
6	14797	2.1%
331.4	13622	1.9%
171	13262	1.9%
171.7	13186	1.8%
296.4	13091	1.8%
378	12171	1.7%
Other values (2059)	559359	78.1%

Value	Count	Frequency (%)
-5111.3	183	< 0.1%
-5071.3	2	< 0.1%
-4228.9	5	< 0.1%
-4011.6	9	< 0.1%
-3492	722	0.1%
-2851.8	1	< 0.1%
-1040.8	12	< 0.1%
-393.2	79	< 0.1%
-215.6	180	< 0.1%
-215.5	180	< 0.1%

Value	Count	Frequency (%)
8000	5	< 0.1%
7730	27	< 0.1%
7670	6	< 0.1%
6588	4	< 0.1%
6035	10	< 0.1%
5724.4	7	< 0.1%
3088	3	< 0.1%
3022.1	30	< 0.1%
3021.9	1	< 0.1%
3021.5	1	< 0.1%

site_elevation_type
Categorical

High correlation Imbalance Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	484872
Missing (%)	67.7%
Memory size	39.1 MiB

ellipsoidal	207258
orthometric	23901

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	2542749
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ellipsoidal
2nd row	ellipsoidal
3rd row	ellipsoidal
4th row	ellipsoidal
5th row	ellipsoidal

Common Values

Value	Count	Frequency (%)
ellipsoidal	207258	28.9%
orthometric	23901	3.3%
(Missing)	484872	67.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ellipsoidal	207258	89.7%
orthometric	23901	10.3%

Most occurring characters

Value	Count	Frequency (%)
l	621774	24.5%
i	438417	17.2%
o	255060	10.0%
e	231159	9.1%
p	207258	8.2%
s	207258	8.2%
d	207258	8.2%
a	207258	8.2%
r	47802	1.9%
t	47802	1.9%
Other values (3)	71703	2.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2542749	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	621774	24.5%
i	438417	17.2%
o	255060	10.0%
e	231159	9.1%
p	207258	8.2%
s	207258	8.2%
d	207258	8.2%
a	207258	8.2%
r	47802	1.9%
t	47802	1.9%
Other values (3)	71703	2.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2542749	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	621774	24.5%
i	438417	17.2%
o	255060	10.0%
e	231159	9.1%
p	207258	8.2%
s	207258	8.2%
d	207258	8.2%
a	207258	8.2%
r	47802	1.9%
t	47802	1.9%
Other values (3)	71703	2.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2542749	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	621774	24.5%
i	438417	17.2%
o	255060	10.0%
e	231159	9.1%
p	207258	8.2%
s	207258	8.2%
d	207258	8.2%
a	207258	8.2%
r	47802	1.9%
t	47802	1.9%
Other values (3)	71703	2.8%

site_location_source
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.9 MiB

gps	511951
other	160986
school	33617
auto	9477

Length

Max length	6
Median length	3
Mean length	3.6037448
Min length	3

Characters and Unicode

Total characters	2580393
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	gps
2nd row	gps
3rd row	gps
4th row	gps
5th row	gps

Common Values

Value	Count	Frequency (%)
gps	511951	71.5%
other	160986	22.5%
school	33617	4.7%
auto	9477	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gps	511951	71.5%
other	160986	22.5%
school	33617	4.7%
auto	9477	1.3%

Most occurring characters

Value	Count	Frequency (%)
s	545568	21.1%
g	511951	19.8%
p	511951	19.8%
o	237697	9.2%
h	194603	7.5%
t	170463	6.6%
e	160986	6.2%
r	160986	6.2%
c	33617	1.3%
l	33617	1.3%
Other values (2)	18954	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2580393	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	545568	21.1%
g	511951	19.8%
p	511951	19.8%
o	237697	9.2%
h	194603	7.5%
t	170463	6.6%
e	160986	6.2%
r	160986	6.2%
c	33617	1.3%
l	33617	1.3%
Other values (2)	18954	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2580393	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	545568	21.1%
g	511951	19.8%
p	511951	19.8%
o	237697	9.2%
h	194603	7.5%
t	170463	6.6%
e	160986	6.2%
r	160986	6.2%
c	33617	1.3%
l	33617	1.3%
Other values (2)	18954	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2580393	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	545568	21.1%
g	511951	19.8%
p	511951	19.8%
o	237697	9.2%
h	194603	7.5%
t	170463	6.6%
e	160986	6.2%
r	160986	6.2%
c	33617	1.3%
l	33617	1.3%
Other values (2)	18954	0.7%

site_point
Text

Distinct	4339
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	78.5 MiB

Length

Max length	66
Median length	66
Mean length	66
Min length	66

Characters and Unicode

Total characters	47258046
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	698 ?
Unique (%)	0.1%

Sample

1st row	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640
2nd row	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640
3rd row	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640
4th row	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640
5th row	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640

Value	Count	Frequency (%)
01010000a0e6100000488ac8b08ae731c0aa436e861ba83c400000000000287640	20676	2.9%
01010000a0e6100000b81d1a16a3125e4034a1496249a136403333333333331b40	20555	2.9%
01010000a0e61000008b87f71c58125e4062bf27d6a9b636400000000000002e40	18392	2.6%
01010000a0e6100000713d0ad7a3b03840f6285c8fc27548400000000000407040	15920	2.2%
01010000a0e61000001630815b775f5e408aabcabe2b1639400000000000001840	14555	2.0%
01010000a0e6100000f38e537424a754c033333333339f44406666666666b67440	13622	1.9%
01010000a0e6100000bbb4e1b0345430404415fe0c6f2647400000000000005e40	13186	1.8%
01010000a0e6100000a29c685721a754c048bf7d1d389f44406666666666867240	13091	1.8%
01010000a0e6100000b936548cf35257c0d7fa22a12d2542400000000000a07740	11663	1.6%
01010000a0e6100000100533a6600e5e40fcc401f4fbfe36406666666666663840	10912	1.5%
Other values (4329)	563459	78.7%

Most occurring characters

Value	Count	Frequency (%)
0	16619333	35.2%
4	4049760	8.6%
1	3526574	7.5%
6	3344260	7.1%
3	2846330	6.0%
C	1980703	4.2%
A	1979493	4.2%
E	1918764	4.1%
5	1753615	3.7%
9	1573937	3.3%
Other values (6)	7665277	16.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	47258046	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	16619333	35.2%
4	4049760	8.6%
1	3526574	7.5%
6	3344260	7.1%
3	2846330	6.0%
C	1980703	4.2%
A	1979493	4.2%
E	1918764	4.1%
5	1753615	3.7%
9	1573937	3.3%
Other values (6)	7665277	16.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	47258046	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	16619333	35.2%
4	4049760	8.6%
1	3526574	7.5%
6	3344260	7.1%
3	2846330	6.0%
C	1980703	4.2%
A	1979493	4.2%
E	1918764	4.1%
5	1753615	3.7%
9	1573937	3.3%
Other values (6)	7665277	16.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	47258046	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	16619333	35.2%
4	4049760	8.6%
1	3526574	7.5%
6	3344260	7.1%
3	2846330	6.0%
C	1980703	4.2%
A	1979493	4.2%
E	1918764	4.1%
5	1753615	3.7%
9	1573937	3.3%
Other values (6)	7665277	16.2%

site_developer_key_id
Categorical

High correlation Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	705
Missing (%)	0.1%
Memory size	34.1 MiB

1	583099
5	125752
4	6468
7	7

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	715326
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	583099	81.4%
5	125752	17.6%
4	6468	0.9%
7	7	< 0.1%
(Missing)	705	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	583099	81.5%
5	125752	17.6%
4	6468	0.9%
7	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	583099	81.5%
5	125752	17.6%
4	6468	0.9%
7	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	715326	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	583099	81.5%
5	125752	17.6%
4	6468	0.9%
7	7	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	715326	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	583099	81.5%
5	125752	17.6%
4	6468	0.9%
7	7	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	715326	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	583099	81.5%
5	125752	17.6%
4	6468	0.9%
7	7	< 0.1%

site_is_citizen_science
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

False	715959
True	72

Value	Count	Frequency (%)
False	715959	> 99.9%
True	72	< 0.1%

site_nickname
Unsupported

Missing Rejected Unsupported

Missing	716031
Missing (%)	100.0%
Memory size	38.2 MiB

site_true_latitude
Real number (ℝ)

High correlation Missing

Distinct	12
Distinct (%)	14.3%
Missing	715947
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	25.645267

Minimum	-0.00112
Maximum	41.65432
Zeros	0
Zeros (%)	0.0%
Negative	9
Negative (%)	< 0.1%
Memory size	5.5 MiB

Quantile statistics

Minimum	-0.00112
5-th percentile	-0.00112
Q1	25.9985
median	32.0485
Q3	32.0485
95-th percentile	32.0545
Maximum	41.65432
Range	41.65544
Interquartile range (IQR)	6.05

Descriptive statistics

Standard deviation	11.741546
Coefficient of variation (CV)	0.45784454
Kurtosis	0.27354957
Mean	25.645267
Median Absolute Deviation (MAD)	0
Skewness	-1.386739
Sum	2154.2025
Variance	137.86389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
32.0485	45	< 0.1%
-0.00112	9	< 0.1%
7.88617	9	< 0.1%
32.0545	9	< 0.1%
30.4199	3	< 0.1%
25.9954	2	< 0.1%
25.9985	2	< 0.1%
41.65432	1	< 0.1%
26.003	1	< 0.1%
26.0017	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	715947	> 99.9%

Value	Count	Frequency (%)
-0.00112	9	< 0.1%
7.88617	9	< 0.1%
25.9954	2	< 0.1%
25.9985	2	< 0.1%
26.0008	1	< 0.1%
26.0017	1	< 0.1%
26.003	1	< 0.1%
30.4199	3	< 0.1%
32.0485	45	< 0.1%
32.0545	9	< 0.1%

Value	Count	Frequency (%)
41.65432	1	< 0.1%
37.6567	1	< 0.1%
32.0545	9	< 0.1%
32.0485	45	< 0.1%
30.4199	3	< 0.1%
26.003	1	< 0.1%
26.0017	1	< 0.1%
26.0008	1	< 0.1%
25.9985	2	< 0.1%
25.9954	2	< 0.1%

site_true_longitude
Real number (ℝ)

High correlation Missing

Distinct	13
Distinct (%)	15.5%
Missing	715947
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	15.198454

Minimum	-97.7796
Maximum	79.1666
Zeros	0
Zeros (%)	0.0%
Negative	14
Negative (%)	< 0.1%
Memory size	5.5 MiB

Quantile statistics

Minimum	-97.7796
5-th percentile	-82.395412
Q1	0.0133
median	34.7701
Q3	34.7701
95-th percentile	79.1619
Maximum	79.1666
Range	176.9462
Interquartile range (IQR)	34.7568

Descriptive statistics

Standard deviation	47.370483
Coefficient of variation (CV)	3.1167961
Kurtosis	0.66439669
Mean	15.198454
Median Absolute Deviation (MAD)	0.0003
Skewness	-1.299135
Sum	1276.6701
Variance	2243.9626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
34.7701	36	< 0.1%
0.0133	9	< 0.1%
34.7698	9	< 0.1%
-76.63747	9	< 0.1%
34.8316	9	< 0.1%
-97.7796	3	< 0.1%
79.1619	2	< 0.1%
79.1623	2	< 0.1%
-83.41152	1	< 0.1%
79.1666	1	< 0.1%
Other values (3)	3	< 0.1%
(Missing)	715947	> 99.9%

Value	Count	Frequency (%)
-97.7796	3	< 0.1%
-89.2371	1	< 0.1%
-83.41152	1	< 0.1%
-76.63747	9	< 0.1%
0.0133	9	< 0.1%
34.7698	9	< 0.1%
34.7701	36	< 0.1%
34.8316	9	< 0.1%
79.1612	1	< 0.1%
79.1619	2	< 0.1%

Value	Count	Frequency (%)
79.1666	1	< 0.1%
79.1627	1	< 0.1%
79.1623	2	< 0.1%
79.1619	2	< 0.1%
79.1612	1	< 0.1%
34.8316	9	< 0.1%
34.7701	36	< 0.1%
34.7698	9	< 0.1%
0.0133	9	< 0.1%
-76.63747	9	< 0.1%

site_true_elevation
Real number (ℝ)

High correlation Missing

Distinct	13
Distinct (%)	15.5%
Missing	715947
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	-382.26071

Minimum	-4011.6
Maximum	293
Zeros	0
Zeros (%)	0.0%
Negative	9
Negative (%)	< 0.1%
Memory size	5.5 MiB

Quantile statistics

Minimum	-4011.6
5-th percentile	-4011.6
Q1	24.5
median	24.5
Q3	29.575
95-th percentile	176.135
Maximum	293
Range	4304.6
Interquartile range (IQR)	5.075

Descriptive statistics

Standard deviation	1266.3534
Coefficient of variation (CV)	-3.3128003
Kurtosis	4.7686187
Mean	-382.26071
Median Absolute Deviation (MAD)	1.8
Skewness	-2.5742784
Sum	-32109.9
Variance	1603651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
24.5	36	< 0.1%
-4011.6	9	< 0.1%
22.7	9	< 0.1%
27.7	9	< 0.1%
35.2	9	< 0.1%
293	3	< 0.1%
158.2	2	< 0.1%
157.1	2	< 0.1%
179.3	1	< 0.1%
152.7	1	< 0.1%
Other values (3)	3	< 0.1%
(Missing)	715947	> 99.9%

Value	Count	Frequency (%)
-4011.6	9	< 0.1%
22.7	9	< 0.1%
24.5	36	< 0.1%
27.7	9	< 0.1%
35.2	9	< 0.1%
152.7	1	< 0.1%
153.9	1	< 0.1%
157.1	2	< 0.1%
157.6	1	< 0.1%
158.2	2	< 0.1%

Value	Count	Frequency (%)
293	3	< 0.1%
189	1	< 0.1%
179.3	1	< 0.1%
158.2	2	< 0.1%
157.6	1	< 0.1%
157.1	2	< 0.1%
153.9	1	< 0.1%
152.7	1	< 0.1%
35.2	9	< 0.1%
27.7	9	< 0.1%

site_true_point
Categorical

High correlation Missing

Distinct	13
Distinct (%)	15.5%
Missing	715947
Missing (%)	> 99.9%
Memory size	38.2 MiB

01010000A0E6100000265305A39262414091ED7C3F350640400000000000803840	36
01010000A0E6100000CC5D4BC8073D8B3FD2FBC6D79E5952BF333333333357AFC0	9
01010000A0E6100000FB3A70CE8862414091ED7C3F350640403333333333B33640	9
01010000A0E6100000978BF84ECC2853C008C90226708B1F403333333333B33B40	9
01010000A0E610000043AD69DE716A4140E5D022DBF90640409A99999999994140	9
Other values (8)	12

Length

Max length	66
Median length	66
Mean length	66
Min length	66

Characters and Unicode

Total characters	5544
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	6.0%

Sample

1st row	01010000A0E6100000CC5D4BC8073D8B3FD2FBC6D79E5952BF333333333357AFC0
2nd row	01010000A0E6100000CC5D4BC8073D8B3FD2FBC6D79E5952BF333333333357AFC0
3rd row	01010000A0E6100000CC5D4BC8073D8B3FD2FBC6D79E5952BF333333333357AFC0
4th row	01010000A0E6100000CC5D4BC8073D8B3FD2FBC6D79E5952BF333333333357AFC0
5th row	01010000A0E6100000CC5D4BC8073D8B3FD2FBC6D79E5952BF333333333357AFC0

Common Values

Value	Count	Frequency (%)
01010000A0E6100000265305A39262414091ED7C3F350640400000000000803840	36	< 0.1%
01010000A0E6100000CC5D4BC8073D8B3FD2FBC6D79E5952BF333333333357AFC0	9	< 0.1%
01010000A0E6100000FB3A70CE8862414091ED7C3F350640403333333333B33640	9	< 0.1%
01010000A0E6100000978BF84ECC2853C008C90226708B1F403333333333B33B40	9	< 0.1%
01010000A0E610000043AD69DE716A4140E5D022DBF90640409A99999999994140	9	< 0.1%
01010000A0E61000008BFD65F7E47158C02497FF907E6B3E400000000000507240	3	< 0.1%
01010000A0E61000003C4ED1915CCA53403B70CE88D2FE39406666666666C66340	2	< 0.1%
01010000A0E610000003098A1F63CA5340560E2DB29DFF39403333333333A36340	2	< 0.1%
01010000A0E61000009869FB5756DA54C0328FFCC1C0D344409A99999999696640	1	< 0.1%
01010000A0E6100000DFE00B93A9CA534054E3A59BC4003A406666666666166340	1	< 0.1%
Other values (3)	3	< 0.1%
(Missing)	715947	> 99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
01010000a0e6100000265305a39262414091ed7c3f350640400000000000803840	36	42.9%
01010000a0e6100000cc5d4bc8073d8b3fd2fbc6d79e5952bf333333333357afc0	9	10.7%
01010000a0e6100000fb3a70ce8862414091ed7c3f350640403333333333b33640	9	10.7%
01010000a0e6100000978bf84ecc2853c008c90226708b1f403333333333b33b40	9	10.7%
01010000a0e610000043ad69de716a4140e5d022dbf90640409a99999999994140	9	10.7%
01010000a0e61000008bfd65f7e47158c02497ff907e6b3e400000000000507240	3	3.6%
01010000a0e61000003c4ed1915cca53403b70ce88d2fe39406666666666c66340	2	2.4%
01010000a0e610000003098a1f63ca5340560e2db29dff39403333333333a36340	2	2.4%
01010000a0e61000009869fb5756da54c0328ffcc1c0d344409a99999999696640	1	1.2%
01010000a0e6100000dfe00b93a9ca534054e3a59bc4003a406666666666166340	1	1.2%
Other values (3)	3	3.6%

Most occurring characters

Value	Count	Frequency (%)
0	1903	34.3%
3	623	11.2%
1	391	7.1%
4	377	6.8%
6	328	5.9%
9	269	4.9%
5	201	3.6%
E	196	3.5%
2	196	3.5%
A	189	3.4%
Other values (6)	871	15.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5544	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1903	34.3%
3	623	11.2%
1	391	7.1%
4	377	6.8%
6	328	5.9%
9	269	4.9%
5	201	3.6%
E	196	3.5%
2	196	3.5%
A	189	3.4%
Other values (6)	871	15.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5544	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1903	34.3%
3	623	11.2%
1	391	7.1%
4	377	6.8%
6	328	5.9%
9	269	4.9%
5	201	3.6%
E	196	3.5%
2	196	3.5%
A	189	3.4%
Other values (6)	871	15.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5544	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1903	34.3%
3	623	11.2%
1	391	7.1%
4	377	6.8%
6	328	5.9%
9	269	4.9%
5	201	3.6%
E	196	3.5%
2	196	3.5%
A	189	3.4%
Other values (6)	871	15.7%

site_photo_measured_at
Date

Missing

Distinct	1059
Distinct (%)	1.1%
Missing	621473
Missing (%)	86.8%
Memory size	5.5 MiB

Minimum	2002-01-09 00:00:00
Maximum	2025-02-05 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

site_photo_primary_thumb_url
URL

Missing

Distinct	1165
Distinct (%)	1.2%
Missing	621477
Missing (%)	86.8%
Memory size	43.3 MiB

https://data.globe.gov/system/photos/2016/03/21/30417/thumb.jpg	18239
https://data.globe.gov/system/photos/2018/10/17/877470/thumb.jpg	11663
https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg	10406
https://data.globe.gov/system/photos/2018/11/03/902416/thumb.jpg	7453
https://data.globe.gov/system/photos/2004/09/28/373/thumb.jpg	5132
Other values (1160)	41661
(Missing)	621477

Value	Count	Frequency (%)
https://data.globe.gov/system/photos/2016/03/21/30417/thumb.jpg	18239	2.5%
https://data.globe.gov/system/photos/2018/10/17/877470/thumb.jpg	11663	1.6%
https://data.globe.gov/system/photos/2014/08/25/5818/thumb.jpg	10406	1.5%
https://data.globe.gov/system/photos/2018/11/03/902416/thumb.jpg	7453	1.0%
https://data.globe.gov/system/photos/2004/09/28/373/thumb.jpg	5132	0.7%
https://data.globe.gov/system/photos/2015/08/11/17284/thumb.jpg	4697	0.7%
https://data.globe.gov/system/photos/2020/04/07/1997969/thumb.jpg	2907	0.4%
https://data.globe.gov/system/photos/2021/08/17/2382687/thumb.jpg	2395	0.3%
https://data.globe.gov/system/photos/2020/07/09/1908913/thumb.jpg	1980	0.3%
https://data.globe.gov/system/photos/2014/08/28/8556/thumb.jpg	1873	0.3%
Other values (1155)	27809	3.9%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
https	94554	13.2%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
data.globe.gov	94554	13.2%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
/system/photos/2016/03/21/30417/thumb.jpg	18239	2.5%
/system/photos/2018/10/17/877470/thumb.jpg	11663	1.6%
/system/photos/2014/08/25/5818/thumb.jpg	10406	1.5%
/system/photos/2018/11/03/902416/thumb.jpg	7453	1.0%
/system/photos/2004/09/28/373/thumb.jpg	5132	0.7%
/system/photos/2015/08/11/17284/thumb.jpg	4697	0.7%
/system/photos/2020/04/07/1997969/thumb.jpg	2907	0.4%
/system/photos/2021/08/17/2382687/thumb.jpg	2395	0.3%
/system/photos/2020/07/09/1908913/thumb.jpg	1980	0.3%
/system/photos/2014/08/28/8556/thumb.jpg	1873	0.3%
Other values (1155)	27809	3.9%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
	94554	13.2%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
	94554	13.2%
(Missing)	621477	86.8%

site_photo_primary_photo_url
URL

Missing

Distinct	1165
Distinct (%)	1.2%
Missing	621477
Missing (%)	86.8%
Memory size	43.6 MiB

https://data.globe.gov/system/photos/2016/03/21/30417/original.jpg	18239
https://data.globe.gov/system/photos/2018/10/17/877470/original.jpg	11663
https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg	10406
https://data.globe.gov/system/photos/2018/11/03/902416/original.jpg	7453
https://data.globe.gov/system/photos/2004/09/28/373/original.JPG	5132
Other values (1160)	41661
(Missing)	621477

Value	Count	Frequency (%)
https://data.globe.gov/system/photos/2016/03/21/30417/original.jpg	18239	2.5%
https://data.globe.gov/system/photos/2018/10/17/877470/original.jpg	11663	1.6%
https://data.globe.gov/system/photos/2014/08/25/5818/original.jpg	10406	1.5%
https://data.globe.gov/system/photos/2018/11/03/902416/original.jpg	7453	1.0%
https://data.globe.gov/system/photos/2004/09/28/373/original.JPG	5132	0.7%
https://data.globe.gov/system/photos/2015/08/11/17284/original.jpg	4697	0.7%
https://data.globe.gov/system/photos/2020/04/07/1997969/original.jpg	2907	0.4%
https://data.globe.gov/system/photos/2021/08/17/2382687/original.jpg	2395	0.3%
https://data.globe.gov/system/photos/2020/07/09/1908913/original.jpg	1980	0.3%
https://data.globe.gov/system/photos/2014/08/28/8556/original.jpg	1873	0.3%
Other values (1155)	27809	3.9%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
https	94554	13.2%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
data.globe.gov	94554	13.2%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
/system/photos/2016/03/21/30417/original.jpg	18239	2.5%
/system/photos/2018/10/17/877470/original.jpg	11663	1.6%
/system/photos/2014/08/25/5818/original.jpg	10406	1.5%
/system/photos/2018/11/03/902416/original.jpg	7453	1.0%
/system/photos/2004/09/28/373/original.JPG	5132	0.7%
/system/photos/2015/08/11/17284/original.jpg	4697	0.7%
/system/photos/2020/04/07/1997969/original.jpg	2907	0.4%
/system/photos/2021/08/17/2382687/original.jpg	2395	0.3%
/system/photos/2020/07/09/1908913/original.jpg	1980	0.3%
/system/photos/2014/08/28/8556/original.jpg	1873	0.3%
Other values (1155)	27809	3.9%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
	94554	13.2%
(Missing)	621477	86.8%

Value	Count	Frequency (%)
	94554	13.2%
(Missing)	621477	86.8%

site_photo_photo_data
Text

Missing

Distinct	1167
Distinct (%)	1.2%
Missing	621473
Missing (%)	86.8%
Memory size	199.0 MiB

Length

Max length	4772
Median length	2574
Mean length	1788.2473
Min length	389

Characters and Unicode

Total characters	169093090
Distinct characters	92
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	796 ?
Unique (%)	0.8%

Sample

1st row	{'North': [{'photo_id': 17308, 'date_taken': '2015-09-10', 'caption': 'North', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/thumb.jpg', 'created_at': '2015-09-11T01:50:45.490917'}], 'East': [{'photo_id': 17309, 'date_taken': '2015-09-10', 'caption': 'East', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/thumb.jpg', 'created_at': '2015-09-11T01:51:03.530762'}], 'South': [{'photo_id': 17310, 'date_taken': '2015-09-10', 'caption': 'South', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/thumb.jpg', 'created_at': '2015-09-11T01:51:17.293862'}], 'West': [{'photo_id': 17311, 'date_taken': '2015-09-10', 'caption': 'West', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/thumb.jpg', 'created_at': '2015-09-11T01:52:13.365594'}]}
2nd row	{'North': [{'photo_id': 17308, 'date_taken': '2015-09-10', 'caption': 'North', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/thumb.jpg', 'created_at': '2015-09-11T01:50:45.490917'}], 'East': [{'photo_id': 17309, 'date_taken': '2015-09-10', 'caption': 'East', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/thumb.jpg', 'created_at': '2015-09-11T01:51:03.530762'}], 'South': [{'photo_id': 17310, 'date_taken': '2015-09-10', 'caption': 'South', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/thumb.jpg', 'created_at': '2015-09-11T01:51:17.293862'}], 'West': [{'photo_id': 17311, 'date_taken': '2015-09-10', 'caption': 'West', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/thumb.jpg', 'created_at': '2015-09-11T01:52:13.365594'}]}
3rd row	{'North': [{'photo_id': 17308, 'date_taken': '2015-09-10', 'caption': 'North', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/thumb.jpg', 'created_at': '2015-09-11T01:50:45.490917'}], 'East': [{'photo_id': 17309, 'date_taken': '2015-09-10', 'caption': 'East', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/thumb.jpg', 'created_at': '2015-09-11T01:51:03.530762'}], 'South': [{'photo_id': 17310, 'date_taken': '2015-09-10', 'caption': 'South', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/thumb.jpg', 'created_at': '2015-09-11T01:51:17.293862'}], 'West': [{'photo_id': 17311, 'date_taken': '2015-09-10', 'caption': 'West', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/thumb.jpg', 'created_at': '2015-09-11T01:52:13.365594'}]}
4th row	{'North': [{'photo_id': 17308, 'date_taken': '2015-09-10', 'caption': 'North', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/thumb.jpg', 'created_at': '2015-09-11T01:50:45.490917'}], 'East': [{'photo_id': 17309, 'date_taken': '2015-09-10', 'caption': 'East', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/thumb.jpg', 'created_at': '2015-09-11T01:51:03.530762'}], 'South': [{'photo_id': 17310, 'date_taken': '2015-09-10', 'caption': 'South', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/thumb.jpg', 'created_at': '2015-09-11T01:51:17.293862'}], 'West': [{'photo_id': 17311, 'date_taken': '2015-09-10', 'caption': 'West', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/thumb.jpg', 'created_at': '2015-09-11T01:52:13.365594'}]}
5th row	{'North': [{'photo_id': 17308, 'date_taken': '2015-09-10', 'caption': 'North', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17308/thumb.jpg', 'created_at': '2015-09-11T01:50:45.490917'}], 'East': [{'photo_id': 17309, 'date_taken': '2015-09-10', 'caption': 'East', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17309/thumb.jpg', 'created_at': '2015-09-11T01:51:03.530762'}], 'South': [{'photo_id': 17310, 'date_taken': '2015-09-10', 'caption': 'South', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17310/thumb.jpg', 'created_at': '2015-09-11T01:51:17.293862'}], 'West': [{'photo_id': 17311, 'date_taken': '2015-09-10', 'caption': 'West', 'approval_status': 'approved', 'image_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/original.JPG', 'small_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/small.jpg', 'thumb_url': 'https://data.globe.gov/system/photos/2015/09/10/17311/thumb.jpg', 'created_at': '2015-09-11T01:52:13.365594'}]}

Value	Count	Frequency (%)
photo_id	421587	5.7%
image_url	421587	5.7%
created_at	421587	5.7%
date_taken	421587	5.7%
thumb_url	421587	5.7%
caption	421587	5.7%
small_url	421587	5.7%
approval_status	421587	5.7%
approved	421580	5.7%
none	303879	4.1%
Other values (32221)	3325936	44.8%

Most occurring characters

Value	Count	Frequency (%)
'	12877153	7.6%
/	11382660	6.7%
t	11070212	6.5%
a	8320359	4.9%
o	8232339	4.9%
	7329533	4.3%
s	6937525	4.1%
0	6396845	3.8%
p	6319327	3.7%
1	6038798	3.6%
Other values (82)	84188339	49.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	169093090	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	12877153	7.6%
/	11382660	6.7%
t	11070212	6.5%
a	8320359	4.9%
o	8232339	4.9%
	7329533	4.3%
s	6937525	4.1%
0	6396845	3.8%
p	6319327	3.7%
1	6038798	3.6%
Other values (82)	84188339	49.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	169093090	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	12877153	7.6%
/	11382660	6.7%
t	11070212	6.5%
a	8320359	4.9%
o	8232339	4.9%
	7329533	4.3%
s	6937525	4.1%
0	6396845	3.8%
p	6319327	3.7%
1	6038798	3.6%
Other values (82)	84188339	49.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	169093090	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	12877153	7.6%
/	11382660	6.7%
t	11070212	6.5%
a	8320359	4.9%
o	8232339	4.9%
	7329533	4.3%
s	6937525	4.1%
0	6396845	3.8%
p	6319327	3.7%
1	6038798	3.6%
Other values (82)	84188339	49.8%

developer_key_name
Categorical

High correlation Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	705
Missing (%)	0.1%
Memory size	50.2 MiB

GLOBE Data Entry Web Forms	583099
GLOBE Observer App	125752
GLOBE Data Entry App	6468
GLOBE EMDE SCOOL	7

Length

Max length	26
Median length	26
Mean length	24.539276
Min length	16

Characters and Unicode

Total characters	17553582
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GLOBE Data Entry Web Forms
2nd row	GLOBE Data Entry Web Forms
3rd row	GLOBE Data Entry Web Forms
4th row	GLOBE Data Entry Web Forms
5th row	GLOBE Data Entry Web Forms

Common Values

Value	Count	Frequency (%)
GLOBE Data Entry Web Forms	583099	81.4%
GLOBE Observer App	125752	17.6%
GLOBE Data Entry App	6468	0.9%
GLOBE EMDE SCOOL	7	< 0.1%
(Missing)	705	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
globe	715326	21.6%
data	589567	17.8%
entry	589567	17.8%
web	583099	17.6%
forms	583099	17.6%
app	132220	4.0%
observer	125752	3.8%
emde	7	< 0.1%
scool	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	2603318	14.8%
r	1424170	8.1%
E	1304907	7.4%
a	1179134	6.7%
t	1179134	6.7%
O	841092	4.8%
e	834603	4.8%
L	715333	4.1%
G	715326	4.1%
B	715326	4.1%
Other values (15)	6041239	34.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17553582	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2603318	14.8%
r	1424170	8.1%
E	1304907	7.4%
a	1179134	6.7%
t	1179134	6.7%
O	841092	4.8%
e	834603	4.8%
L	715333	4.1%
G	715326	4.1%
B	715326	4.1%
Other values (15)	6041239	34.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17553582	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2603318	14.8%
r	1424170	8.1%
E	1304907	7.4%
a	1179134	6.7%
t	1179134	6.7%
O	841092	4.8%
e	834603	4.8%
L	715333	4.1%
G	715326	4.1%
B	715326	4.1%
Other values (15)	6041239	34.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17553582	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2603318	14.8%
r	1424170	8.1%
E	1304907	7.4%
a	1179134	6.7%
t	1179134	6.7%
O	841092	4.8%
e	834603	4.8%
L	715333	4.1%
G	715326	4.1%
B	715326	4.1%
Other values (15)	6041239	34.4%

developer_key_is_citizen_science
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	705
Missing (%)	0.1%
Memory size	1.4 MiB

False	589567
True	125759
(Missing)	705

Value	Count	Frequency (%)
False	589567	82.3%
True	125759	17.6%
(Missing)	705	0.1%

Interactions

Correlations

	developer_key_is_citizen_science	developer_key_name	homogeneous_site_long_length_m	homogeneous_site_short_length_m	organizationid	sample_number	sample_snow_depth_flag	sample_snow_depth_mm	sample_surface_temperature_c	site_developer_key_id	site_elevation	site_elevation_type	site_id	site_is_citizen_science	site_latitude	site_location_source	site_longitude	site_true_elevation	site_true_latitude	site_true_longitude	site_true_point	st_id	sts_id	submission_developer_key_id	submission_elevation	submission_id	submission_latitude	submission_longitude	surface_condition	surface_cover_type	user_type_description	userid	usertype	version	version_id
developer_key_is_citizen_science	1.000	1.000	0.403	0.427	0.358	0.009	0.231	0.063	0.163	1.000	0.028	0.058	0.496	0.022	0.315	0.291	0.240	1.000	1.000	1.000	1.000	0.407	0.404	0.802	0.063	0.807	0.239	0.167	0.052	0.298	0.229	0.460	0.229	0.179	0.657
developer_key_name	1.000	1.000	0.379	0.385	0.216	0.008	0.167	0.045	0.097	1.000	0.058	0.058	0.320	0.022	0.188	0.176	0.174	1.000	1.000	1.000	1.000	0.242	0.239	0.817	0.045	0.588	0.176	0.155	0.041	0.229	0.142	0.300	0.142	0.103	0.388
homogeneous_site_long_length_m	0.403	0.379	1.000	0.796	-0.200	-0.009	0.238	0.069	-0.265	0.379	0.283	0.167	-0.101	1.000	0.262	0.196	-0.272	NaN	NaN	NaN	0.000	-0.194	-0.194	0.354	0.052	0.146	-0.007	-0.301	0.169	0.169	0.354	-0.241	0.354	-0.005	-0.121
homogeneous_site_short_length_m	0.427	0.385	0.796	1.000	-0.125	-0.030	0.230	0.035	-0.166	0.385	0.283	0.130	-0.028	1.000	0.078	0.150	-0.365	NaN	NaN	NaN	0.000	-0.089	-0.089	0.335	0.157	0.195	0.157	-0.470	0.126	0.119	0.243	-0.163	0.243	0.068	-0.018
organizationid	0.358	0.216	-0.200	-0.125	1.000	-0.060	0.142	0.062	0.388	0.216	-0.264	1.000	0.694	0.006	-0.514	0.189	0.299	0.180	-0.817	-0.528	0.931	0.514	0.514	0.508	-0.187	0.485	-0.195	0.229	0.117	0.220	0.197	0.703	0.197	0.257	0.576
sample_number	0.009	0.008	-0.009	-0.030	-0.060	1.000	0.023	0.003	-0.059	0.008	0.010	0.044	-0.071	0.000	0.052	0.029	-0.118	-0.319	0.079	-0.089	0.000	-0.115	-0.115	0.101	-0.112	-0.044	0.143	-0.072	0.040	0.085	0.136	-0.108	0.136	-0.091	-0.139
sample_snow_depth_flag	0.231	0.167	0.238	0.230	0.142	0.023	1.000	0.000	0.148	0.167	0.098	0.085	0.271	1.000	0.128	0.152	0.168	0.000	0.000	0.000	0.000	0.416	0.424	0.812	0.100	0.605	0.204	0.214	0.357	0.196	0.423	0.181	0.423	1.000	0.214
sample_snow_depth_mm	0.063	0.045	0.069	0.035	0.062	0.003	0.000	1.000	-0.541	0.045	-0.009	0.015	0.084	1.000	0.150	0.080	0.030	NaN	NaN	NaN	0.000	0.142	0.141	0.221	0.130	0.436	0.069	-0.059	0.213	0.032	0.084	0.271	0.084	0.112	0.113
sample_surface_temperature_c	0.163	0.097	-0.265	-0.166	0.388	-0.059	0.148	-0.541	1.000	0.097	-0.301	0.094	0.263	0.015	-0.602	0.093	0.412	0.166	0.424	0.275	0.672	0.373	0.373	0.461	-0.072	0.234	-0.428	0.152	0.392	0.086	0.198	0.408	0.198	0.183	0.353
site_developer_key_id	1.000	1.000	0.379	0.385	0.216	0.008	0.167	0.045	0.097	1.000	0.058	0.058	0.320	0.022	0.188	0.176	0.174	1.000	1.000	1.000	1.000	0.242	0.239	0.817	0.045	0.588	0.176	0.155	0.041	0.229	0.142	0.300	0.142	0.103	0.388
site_elevation	0.028	0.058	0.283	0.283	-0.264	0.010	0.098	-0.009	-0.301	0.058	1.000	0.186	-0.217	0.010	0.167	0.093	-0.488	1.000	0.206	0.294	0.936	-0.187	-0.187	0.202	0.994	-0.097	0.189	-0.445	0.095	0.114	0.153	-0.327	0.153	0.004	-0.181
site_elevation_type	0.058	0.058	0.167	0.130	1.000	0.044	0.085	0.015	0.094	0.058	0.186	1.000	1.000	1.000	0.128	0.926	0.162	0.000	0.000	0.000	0.000	0.220	0.228	0.168	1.000	0.167	1.000	1.000	0.049	0.134	0.233	0.049	0.233	1.000	0.104
site_id	0.496	0.320	-0.101	-0.028	0.694	-0.071	0.271	0.084	0.263	0.320	-0.217	1.000	1.000	0.043	-0.282	0.197	0.148	-0.152	-0.489	-0.833	0.942	0.645	0.645	0.883	-0.162	0.632	0.150	0.095	0.133	0.239	0.339	0.728	0.339	0.139	0.714
site_is_citizen_science	0.022	0.022	1.000	1.000	0.006	0.000	1.000	1.000	0.015	0.022	0.010	1.000	0.043	1.000	0.010	0.006	0.020	0.791	0.827	0.919	0.931	0.027	0.023	0.014	0.000	0.050	0.032	0.040	0.007	1.000	0.008	0.044	0.008	1.000	1.000
site_latitude	0.315	0.188	0.262	0.078	-0.514	0.052	0.128	0.150	-0.602	0.188	0.167	0.128	-0.282	0.010	1.000	0.128	-0.390	0.117	0.959	0.375	0.936	-0.302	-0.302	0.285	0.178	-0.212	0.999	-0.565	0.175	0.258	0.247	-0.380	0.247	-0.345	-0.320
site_location_source	0.291	0.176	0.196	0.150	0.189	0.029	0.152	0.080	0.093	0.176	0.093	0.926	0.197	0.006	0.128	1.000	0.188	1.000	1.000	1.000	1.000	0.218	0.240	0.510	0.048	0.300	0.198	0.100	0.064	0.122	0.193	0.196	0.193	0.022	0.124
site_longitude	0.240	0.174	-0.272	-0.365	0.299	-0.118	0.168	0.030	0.412	0.174	-0.488	0.162	0.148	0.020	-0.390	0.188	1.000	0.294	0.475	1.000	0.942	0.270	0.270	0.343	-0.436	0.055	-0.567	0.999	0.146	0.272	0.356	0.357	0.356	0.148	0.273
site_true_elevation	1.000	1.000	NaN	NaN	0.180	-0.319	0.000	NaN	0.166	1.000	1.000	0.000	-0.152	0.791	0.117	1.000	0.294	1.000	0.206	0.294	0.931	-0.035	-0.035	1.000	1.000	-0.035	0.206	0.294	0.000	1.000	0.077	-0.479	0.077	NaN	NaN
site_true_latitude	1.000	1.000	NaN	NaN	-0.817	0.079	0.000	NaN	0.424	1.000	0.206	0.000	-0.489	0.827	0.959	1.000	0.475	0.206	1.000	0.475	0.948	-0.799	-0.795	1.000	0.207	-0.799	1.000	0.475	0.672	1.000	0.982	0.081	0.982	NaN	NaN
site_true_longitude	1.000	1.000	NaN	NaN	-0.528	-0.089	0.000	NaN	0.275	1.000	0.294	0.000	-0.833	0.919	0.375	1.000	1.000	0.294	0.475	1.000	0.948	-0.531	-0.528	1.000	0.294	-0.531	0.475	1.000	0.379	1.000	0.937	-0.260	0.937	NaN	NaN
site_true_point	1.000	1.000	0.000	0.000	0.931	0.000	0.000	0.000	0.672	1.000	0.936	0.000	0.942	0.931	0.936	1.000	0.942	0.931	0.948	0.948	1.000	0.936	0.936	1.000	0.931	0.942	0.936	0.948	0.931	1.000	0.931	0.954	0.931	1.000	1.000
st_id	0.407	0.242	-0.194	-0.089	0.514	-0.115	0.416	0.142	0.373	0.242	-0.187	0.220	0.645	0.027	-0.302	0.218	0.270	-0.035	-0.799	-0.531	0.936	1.000	1.000	1.000	0.031	1.000	0.004	-0.027	0.173	0.145	0.533	0.786	0.533	0.343	0.901
sts_id	0.404	0.239	-0.194	-0.089	0.514	-0.115	0.424	0.141	0.373	0.239	-0.187	0.228	0.645	0.023	-0.302	0.240	0.270	-0.035	-0.795	-0.528	0.936	1.000	1.000	1.000	0.031	1.000	0.004	-0.027	0.185	0.144	0.559	0.786	0.559	0.343	0.901
submission_developer_key_id	0.802	0.817	0.354	0.335	0.508	0.101	0.812	0.221	0.461	0.817	0.202	0.168	0.883	0.014	0.285	0.510	0.343	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.213	0.394	0.164	0.768	0.164	0.131	0.938
submission_elevation	0.063	0.045	0.052	0.157	-0.187	-0.112	0.100	0.130	-0.072	0.045	0.994	1.000	-0.162	0.000	0.178	0.048	-0.436	1.000	0.207	0.294	0.931	0.031	0.031	1.000	1.000	0.031	0.178	-0.437	0.024	0.167	0.032	-0.293	0.032	0.072	-0.021
submission_id	0.807	0.588	0.146	0.195	0.485	-0.044	0.605	0.436	0.234	0.588	-0.097	0.167	0.632	0.050	-0.212	0.300	0.055	-0.035	-0.799	-0.531	0.942	1.000	1.000	1.000	0.031	1.000	0.004	-0.027	0.159	0.268	0.235	0.647	0.235	0.552	0.908
submission_latitude	0.239	0.176	-0.007	0.157	-0.195	0.143	0.204	0.069	-0.428	0.176	0.189	1.000	0.150	0.032	0.999	0.198	-0.567	0.206	1.000	0.475	0.936	0.004	0.004	1.000	0.178	0.004	1.000	-0.565	0.245	0.349	0.342	0.079	0.342	-0.264	-0.166
submission_longitude	0.167	0.155	-0.301	-0.470	0.229	-0.072	0.214	-0.059	0.152	0.155	-0.445	1.000	0.095	0.040	-0.565	0.100	0.999	0.294	0.475	1.000	0.948	-0.027	-0.027	1.000	-0.437	-0.027	-0.565	1.000	0.100	0.409	0.383	0.231	0.383	0.004	0.048
surface_condition	0.052	0.041	0.169	0.126	0.117	0.040	0.357	0.213	0.392	0.041	0.095	0.049	0.133	0.007	0.175	0.064	0.146	0.000	0.672	0.379	0.931	0.173	0.185	0.213	0.024	0.159	0.245	0.100	1.000	0.098	0.134	0.113	0.134	0.012	0.064
surface_cover_type	0.298	0.229	0.169	0.119	0.220	0.085	0.196	0.032	0.086	0.229	0.114	0.134	0.239	1.000	0.258	0.122	0.272	1.000	1.000	1.000	1.000	0.145	0.144	0.394	0.167	0.268	0.349	0.409	0.098	1.000	0.219	0.202	0.219	0.270	0.247
user_type_description	0.229	0.142	0.354	0.243	0.197	0.136	0.423	0.084	0.198	0.142	0.153	0.233	0.339	0.008	0.247	0.193	0.356	0.077	0.982	0.937	0.931	0.533	0.559	0.164	0.032	0.235	0.342	0.383	0.134	0.219	1.000	0.258	1.000	0.036	0.300
userid	0.460	0.300	-0.241	-0.163	0.703	-0.108	0.181	0.271	0.408	0.300	-0.327	0.049	0.728	0.044	-0.380	0.196	0.357	-0.479	0.081	-0.260	0.954	0.786	0.786	0.768	-0.293	0.647	0.079	0.231	0.113	0.202	0.258	1.000	0.258	0.286	0.813
usertype	0.229	0.142	0.354	0.243	0.197	0.136	0.423	0.084	0.198	0.142	0.153	0.233	0.339	0.008	0.247	0.193	0.356	0.077	0.982	0.937	0.931	0.533	0.559	0.164	0.032	0.235	0.342	0.383	0.134	0.219	1.000	0.258	1.000	0.036	0.300
version	0.179	0.103	-0.005	0.068	0.257	-0.091	1.000	0.112	0.183	0.103	0.004	1.000	0.139	1.000	-0.345	0.022	0.148	NaN	NaN	NaN	1.000	0.343	0.343	0.131	0.072	0.552	-0.264	0.004	0.012	0.270	0.036	0.286	0.036	1.000	0.404
version_id	0.657	0.388	-0.121	-0.018	0.576	-0.139	0.214	0.113	0.353	0.388	-0.181	0.104	0.714	1.000	-0.320	0.124	0.273	NaN	NaN	NaN	1.000	0.901	0.901	0.938	-0.021	0.908	-0.166	0.048	0.064	0.247	0.300	0.813	0.300	0.404	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	st_id	site_id	measured_at	protocol_id	userid	surface_condition	organizationid	usertype	submission_id	st_updated_at	st_created_at	sts_id	sample_number	sample_surface_temperature_c	sample_snow_depth_flag	version_id	version	site_version_activated_at	version_date	site_version_comments	homogeneous_site_short_length_m	homogeneous_site_long_length_m	surface_cover_type	instrument_type	protocol_name	protocol_model	protocol_association_name	protocol_alt_name	protocol_investigation_area	user_type_description	submission_comments	submission_developer_key_id	submission_access_code_id	submission_latitude	submission_longitude	submission_elevation	submission_point	submission_data	protocol_set_name	protocol_set_code	site_name	site_activated_at	site_deactivated_at	site_comments	site_latitude	site_longitude	site_elevation	site_elevation_type	site_location_source	site_point	site_developer_key_id	site_is_citizen_science	site_nickname	site_true_latitude	site_true_longitude	site_true_elevation	site_true_point	site_photo_measured_at	site_photo_primary_thumb_url	site_photo_primary_photo_url	site_photo_photo_data	developer_key_name	developer_key_is_citizen_science
0	1957	10652	2008-01-21 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.722429	2012-07-03 13:56:42.722416	12952	1	6.5	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
1	1957	10652	2008-01-21 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.722429	2012-07-03 13:56:42.722416	12959	2	6.0	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
2	1957	10652	2008-01-21 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.722429	2012-07-03 13:56:42.722416	12966	3	6.5	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
3	1958	10652	2008-01-22 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.743904	2012-07-03 13:56:42.743891	12953	1	6.0	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
4	1958	10652	2008-01-22 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.743904	2012-07-03 13:56:42.743891	12960	2	6.0	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
5	1958	10652	2008-01-22 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.743904	2012-07-03 13:56:42.743891	12967	3	6.0	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
6	1959	10652	2008-01-23 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.759535	2012-07-03 13:56:42.759522	12954	1	0.0	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
7	1959	10652	2008-01-23 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.759535	2012-07-03 13:56:42.759522	12961	2	0.0	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
8	1959	10652	2008-01-23 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.759535	2012-07-03 13:56:42.759522	12968	3	0.0	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
9	1960	10652	2008-01-24 11:00:00	8	-1	None	166361	-1	<NA>	2012-07-03 13:56:42.765481	2012-07-03 13:56:42.765461	12955	1	0.5	<NA>	7248	1	2008-01-21 11:00:00	2008-02-05 09:20:51	please replace with Surface Temperature Site Comments	30.0	30.0	short grass	raytek st20	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	not categorized	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Gim7RZ/PL/143:ATM189	2008-01-31	NaT	<NA>	50.1466	22.1738	179.1	ellipsoidal	gps	01010000A0E6100000780B24287E2C3640FBCBEEC9C31249403333333333636640	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False

	st_id	site_id	measured_at	protocol_id	userid	surface_condition	organizationid	usertype	submission_id	st_updated_at	st_created_at	sts_id	sample_number	sample_surface_temperature_c	sample_snow_depth_mm	sample_snow_depth_flag	version_id	version	site_version_activated_at	version_date	site_version_comments	homogeneous_site_short_length_m	homogeneous_site_long_length_m	surface_cover_type	instrument_type	protocol_name	protocol_model	protocol_association_name	protocol_alt_name	protocol_investigation_area	user_type_description	submission_comments	submission_developer_key_id	submission_access_code_id	submission_latitude	submission_longitude	submission_elevation	submission_point	submission_data	protocol_set_name	protocol_set_code	site_name	site_activated_at	site_deactivated_at	site_comments	site_latitude	site_longitude	site_elevation	site_elevation_type	site_location_source	site_point	site_developer_key_id	site_is_citizen_science	site_nickname	site_true_latitude	site_true_longitude	site_true_elevation	site_true_point	site_photo_measured_at	site_photo_primary_thumb_url	site_photo_primary_photo_url	site_photo_photo_data	developer_key_name	developer_key_is_citizen_science
716021	166950	210635	2025-02-26 09:38:00	8	64426877	dry	63155469	11	<NA>	2025-03-27 12:38:13.829775	2025-03-27 12:38:13.829775	729150	1	34.0	NaN	<NA>	87048	160	2025-01-09 07:02:05.181388	2025-01-09 07:02:05.181381	<NA>	NaN	NaN	<NA>	<NA>	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	<NA>	<NA>	NaN	NaN	NaN	None	None	<NA>	<NA>	Intermediate School Abu Arish At Jazan2	2020-07-25	NaT	<NA>	16.975218	42.844733	65.8	<NA>	gps	01010000A0E61000000D6D0036206C4540757808E3A7F930403333333333735040	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
716022	166969	318180	2025-03-27 17:40:00	8	107437128	dry	107437161	11	59928075	2025-03-27 18:13:17.113169	2025-03-27 18:13:17.113169	729229	1	32.6	NaN	<NA>	33853	1	2023-06-14 18:39:37.794328	2023-06-14 18:39:37.794322	<NA>	53.0	50.0	asphalt	Etekcity	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	5	<NA>	40.117903	-83.160308	279.5	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	None	Surface Temperature	9808	asphalt parking lot	2023-06-14	NaT	Asphalt Parking	40.117903	-83.160308	279.5	<NA>	other	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
716023	166969	318180	2025-03-27 17:40:00	8	107437128	dry	107437161	11	59928075	2025-03-27 18:13:17.113169	2025-03-27 18:13:17.113169	729230	2	32.1	NaN	<NA>	33853	1	2023-06-14 18:39:37.794328	2023-06-14 18:39:37.794322	<NA>	53.0	50.0	asphalt	Etekcity	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	5	<NA>	40.117903	-83.160308	279.5	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	None	Surface Temperature	9808	asphalt parking lot	2023-06-14	NaT	Asphalt Parking	40.117903	-83.160308	279.5	<NA>	other	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
716024	166969	318180	2025-03-27 17:40:00	8	107437128	dry	107437161	11	59928075	2025-03-27 18:13:17.113169	2025-03-27 18:13:17.113169	729231	3	32.0	NaN	<NA>	33853	1	2023-06-14 18:39:37.794328	2023-06-14 18:39:37.794322	<NA>	53.0	50.0	asphalt	Etekcity	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	5	<NA>	40.117903	-83.160308	279.5	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	None	Surface Temperature	9808	asphalt parking lot	2023-06-14	NaT	Asphalt Parking	40.117903	-83.160308	279.5	<NA>	other	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
716025	166969	318180	2025-03-27 17:40:00	8	107437128	dry	107437161	11	59928075	2025-03-27 18:13:17.113169	2025-03-27 18:13:17.113169	729232	4	31.8	NaN	<NA>	33853	1	2023-06-14 18:39:37.794328	2023-06-14 18:39:37.794322	<NA>	53.0	50.0	asphalt	Etekcity	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	5	<NA>	40.117903	-83.160308	279.5	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	None	Surface Temperature	9808	asphalt parking lot	2023-06-14	NaT	Asphalt Parking	40.117903	-83.160308	279.5	<NA>	other	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
716026	166969	318180	2025-03-27 17:40:00	8	107437128	dry	107437161	11	59928075	2025-03-27 18:13:17.113169	2025-03-27 18:13:17.113169	729233	5	31.9	NaN	<NA>	33853	1	2023-06-14 18:39:37.794328	2023-06-14 18:39:37.794322	<NA>	53.0	50.0	asphalt	Etekcity	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	5	<NA>	40.117903	-83.160308	279.5	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	None	Surface Temperature	9808	asphalt parking lot	2023-06-14	NaT	Asphalt Parking	40.117903	-83.160308	279.5	<NA>	other	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
716027	166969	318180	2025-03-27 17:40:00	8	107437128	dry	107437161	11	59928075	2025-03-27 18:13:17.113169	2025-03-27 18:13:17.113169	729234	6	32.0	NaN	<NA>	33853	1	2023-06-14 18:39:37.794328	2023-06-14 18:39:37.794322	<NA>	53.0	50.0	asphalt	Etekcity	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	5	<NA>	40.117903	-83.160308	279.5	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	None	Surface Temperature	9808	asphalt parking lot	2023-06-14	NaT	Asphalt Parking	40.117903	-83.160308	279.5	<NA>	other	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
716028	166969	318180	2025-03-27 17:40:00	8	107437128	dry	107437161	11	59928075	2025-03-27 18:13:17.113169	2025-03-27 18:13:17.113169	729235	7	31.8	NaN	<NA>	33853	1	2023-06-14 18:39:37.794328	2023-06-14 18:39:37.794322	<NA>	53.0	50.0	asphalt	Etekcity	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	5	<NA>	40.117903	-83.160308	279.5	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	None	Surface Temperature	9808	asphalt parking lot	2023-06-14	NaT	Asphalt Parking	40.117903	-83.160308	279.5	<NA>	other	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
716029	166969	318180	2025-03-27 17:40:00	8	107437128	dry	107437161	11	59928075	2025-03-27 18:13:17.113169	2025-03-27 18:13:17.113169	729236	8	31.5	NaN	<NA>	33853	1	2023-06-14 18:39:37.794328	2023-06-14 18:39:37.794322	<NA>	53.0	50.0	asphalt	Etekcity	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	5	<NA>	40.117903	-83.160308	279.5	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	None	Surface Temperature	9808	asphalt parking lot	2023-06-14	NaT	Asphalt Parking	40.117903	-83.160308	279.5	<NA>	other	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False
716030	166969	318180	2025-03-27 17:40:00	8	107437128	dry	107437161	11	59928075	2025-03-27 18:13:17.113169	2025-03-27 18:13:17.113169	729237	9	32.0	NaN	<NA>	33853	1	2023-06-14 18:39:37.794328	2023-06-14 18:39:37.794322	<NA>	53.0	50.0	asphalt	Etekcity	Surface Temperature	SurfaceTemperature	surface_temperature	Surface Temperature	Atmosphere	non-student user - trained	<NA>	5	<NA>	40.117903	-83.160308	279.5	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	None	Surface Temperature	9808	asphalt parking lot	2023-06-14	NaT	Asphalt Parking	40.117903	-83.160308	279.5	<NA>	other	01010000A0E610000061527C7C42CA54C0D68C0C72170F44400000000000787140	1	False	<NA>	NaN	NaN	NaN	None	NaT	<NA>	<NA>	<NA>	GLOBE Data Entry Web Forms	False

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)